{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1MYiSIt-J2Gh",
        "outputId": "abc4e533-ace4-44c6-821f-d0c594a76aff"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: ftfy in /usr/local/lib/python3.11/dist-packages (6.3.1)\n",
            "Requirement already satisfied: wcwidth in /usr/local/lib/python3.11/dist-packages (from ftfy) (0.2.13)\n"
          ]
        }
      ],
      "source": [
        "!pip install ftfy\n",
        "\n",
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "from sklearn.feature_extraction.text import TfidfVectorizer, ENGLISH_STOP_WORDS\n",
        "from wordcloud import WordCloud\n",
        "from ftfy import fix_text\n",
        "\n",
        "# --- STEP 1: Load your data ---\n",
        "# Example: a dataframe with columns [\"group\", \"response\"]\n",
        "# Each row is one respondent's answer with their assigned treatment group\n",
        "# Replace this with your actual data loading code\n",
        "df = pd.read_csv(\"clean_data_wave1.csv\")\n",
        "df = df[df[\"Group\"] != \"Control\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 37,
      "metadata": {
        "id": "fxhqyxJsMyRU"
      },
      "outputs": [],
      "source": [
        "# --- STEP 2: Preprocess each treatment group ---\n",
        "# Combine all responses in each group into one string (bag of words)\n",
        "# Ensure that the column names 'Group' and 'Post_HP_1Y_text' exist in your DataFrame\n",
        "df[\"clean_text\"] = df[\"Post_HP_1Y_text\"].apply(lambda x: fix_text(str(x)))\n",
        "grouped = df.groupby(\"Group\")[\"clean_text\"].apply(lambda texts: \" \".join(texts))\n",
        "\n",
        "# --- STEP 3: Run TF-IDF across treatment groups ---\n",
        "custom_stopwords = {'ltv', 'owner', 'occupier', 'residential', 'btl', 'let', 'lets', 'loan', 'income', 'ratio', 'value', 'buy', 'people'}\n",
        "combined_stopwords = set(ENGLISH_STOP_WORDS).union(custom_stopwords)\n",
        "\n",
        "vectorizer = TfidfVectorizer(\n",
        "    min_df=2,\n",
        "    max_df=0.8,\n",
        "    stop_words=list(combined_stopwords), # Use the combined stopwords list\n",
        "    # max_features=500,        # adjust as needed\n",
        "    ngram_range=(1, 3)\n",
        ")\n",
        "tfidf_matrix = vectorizer.fit_transform(grouped)\n",
        "\n",
        "# Handle the case where grouped has only one group\n",
        "if tfidf_matrix.shape[0] == 1:\n",
        "    # Ensure that the index is a list-like object when creating the DataFrame\n",
        "    tfidf_df = pd.DataFrame(tfidf_matrix.toarray(), index=[grouped.index[0]], columns=vectorizer.get_feature_names_out())\n",
        "else:\n",
        "    tfidf_df = pd.DataFrame(tfidf_matrix.toarray(), index=grouped.index, columns=vectorizer.get_feature_names_out())\n",
        "\n",
        "\n",
        "# --- STEP 4: Get top N words per group ---\n",
        "def top_n_words(tfidf_row, n=10):\n",
        "    # Ensure the input is a Pandas Series before sorting\n",
        "    if not isinstance(tfidf_row, pd.Series):\n",
        "        tfidf_row = pd.Series(tfidf_row)\n",
        "    return tfidf_row.sort_values(ascending=False).head(n)\n",
        "\n",
        "top_words_dict = {}\n",
        "for group in tfidf_df.index:\n",
        "    if group in tfidf_df.index: # Check if the group exists in the tfidf_df index\n",
        "         top_words_dict[group] = top_n_words(tfidf_df.loc[group])\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 38,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "t4jsBz35aa7e",
        "outputId": "5e6a39f6-84e7-43f5-f8e3-096d797e6ff7"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Number of documents: 2785\n",
            "Vocabulary size: 6316\n"
          ]
        }
      ],
      "source": [
        "X = vectorizer.fit_transform(df[\"clean_text\"])\n",
        "\n",
        "num_documents = X.shape[0]\n",
        "vocab_size = len(vectorizer.vocabulary_)\n",
        "\n",
        "print(f\"Number of documents: {num_documents}\")\n",
        "print(f\"Vocabulary size: {vocab_size}\")\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 40,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "A0RNVWhQpDIJ",
        "outputId": "02421700-0720-4fc4-f05f-3bce25e7eaa3"
      },
      "outputs": [
        {
          "data": {
            "image/png": "iVBORw0KGgoAAAANSUhEUgAAA9oAAAScCAYAAAB0sfe4AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs3Xd8TecfwPFP9pREkBCxEnKNDJEYtSliz9qCtlaNUlXV8lMdWlS1ii5FixI1i9p7j6CIkRA7MhDZU3J/f8S9XPdm4JL1ffeV16ue8zznPOc+995zv+cZx0CpVCoRQgghhBBCCCGEXhjmdwWEEEIIIYQQQoiiRAJtIYQQQgghhBBCjyTQFkIIIYQQQggh9EgCbSGEEEIIIYQQQo8k0BZCCCGEEEIIIfRIAm0hhBBCCCGEEEKPJNAWQgghhBBCCCH0SAJtIYQQQgghhBBCjyTQFkIIIYQQQggh9Mg4vysghBDZUSgUz12mXr16LFu27BXUJnd37tzhzTfffO5y3bp1Y8aMGRw/fpyBAwfmmv/kyZPY2Njkad/r1q3jk08+oXz58uzZs0djW8uWLQkLC1P/28DAAAsLC0qUKEGlSpVwd3enXbt2eHp6Zrt/f39/Tpw4kWMdBg4cyOTJk3PMU9jaOr+o3mO62vN1yUub6xIcHPwKaiNeh0ePHvHvv/+ye/dugoKCePjwIenp6dja2uLq6oqPjw/t2rXDzc0tv6sqhBAFhgTaQogCq1u3blpp9+7d49ChQ9lud3FxeeX1yo6lpaXOOt28eZPTp09jaWmJn5+f1nYfHx+tNF37UTExMXm5ij6jTp06VKpUCYCUlBQePnzIpUuXOHHiBIsXL6ZevXp8/fXXVKhQIdt9VK9enRo1aujcllOgrlLY2ro4a9KkCeXLl9dKX79+PQCNGzemTJkyr7taeVYQbla8LqobWC9zk+PixYuMHTuWW7duYWBgQNWqValRowbm5uY8fPiQoKAgjh8/zk8//cSgQYP49NNP9VV9IYQo1CTQFkIUWDNmzNBKO378uDr40rU9P9nb2+us07p16zh9+jQlS5bMc51f57n17NmT7t27a6QplUoOHDjA119/zYkTJ+jTpw8BAQHZBtutWrVizJgxL1yHwtbWxdmwYcN0pqsC7WHDhlG/fv3XWSXxigQFBTFgwACSk5Np0aIFkyZNonLlyhp5MjMzOXr0KL/++iuhoaH5U1EhhCiAZI62EEIILQYGBjRr1ozVq1dTuXJl7t+/z5QpU/K7WkKI1yQ9PZ2xY8eSnJyMn58fP/30k1aQDWBoaEijRo1YunQpY8eOff0VFUKIAkoCbSFEkRIREcGXX35JmzZt8PDwwMfHR90bm5GRoZV/3bp1KBQKJk2axMOHD/n8889p3rw57u7utGjRgq+//prY2Nh8OJOCwcbGRj0U9NixYwQFBeVzjZ5ISUlh8eLF9OrVC19fXzw8PPDz82PWrFk8fPhQK//TbR0TE8P06dNp1aoV7u7u+Pv7AzBv3jwUCgXz5s0jMjKSyZMn07hxYzw9PenYsSOrV69W7y80NJQPP/yQRo0a4eHhQefOndmyZYvOukZFRfHVV1/h5+eHh4cHXl5eNGvWjEGDBrFo0aIXOv9Hjx6xcOFCOnTogKenJ/Xr12fs2LFavYq3bt2iRo0a1K1bl+Tk5Gz316FDBxQKBfv373+h+mTn+PHjKBQK/P39SU5OZu7cubRr1w4vLy9atmypkTcoKIgPP/xQ/RmsV68e7777brZ1unr1Kj/++CN9+vShSZMmuLu7U79+fQYPHqyzLSZNmqReRyEsLAyFQqHxp/Kq3geQ1W6rV6/G39+fevXq4e7uTsuWLfnss88IDw/P8fVLT0/nt99+02jz0aNHa7W5qv4qz57nnTt3sq2fyqZNm7hz5w6mpqZMmzYNQ8PcfzLqmiby9Gu7du1aevfujY+Pj1Y9zp07x9ixY2ncuDHu7u688cYbjBgxgsOHD+s8lr+/PwqFguPHj+vc/nQbZpceFhbGxIkTady4sfr7Y968eaSkpOR6rkIIkRsZOi6EKDLOnTvH0KFDiYmJwcnJiVatWhEfH8+JEyc4c+YMO3fu5Oeff8bU1FSrbGxsLL169SImJoZ69ephYGDAiRMn+PPPPzlw4AArVqzA3t4+H84q/zVt2hQ7OztiYmI4cuQI7u7u+V0lIiMjGTJkCCEhIdjZ2eHh4YGVlRUXL15k0aJFbNu2jWXLlumcS/zw4UN69OhBfHw8Pj4+1KpVS2ve+927d+nRowcmJib4+voSHR1NYGAgU6ZMIT4+njp16vDOO+/g4OBA/fr1uXv3LmfOnOGDDz4AoH379up93bt3jx49ehAVFYWTkxNNmjTBzMyMqKgoLl++zIULF3j33Xef+zX44IMP2Lt3L3Xr1kWhUHDu3Dm2bdvGgQMHWLx4Md7e3gBUrFiRZs2asXfvXjZt2kSvXr209nXs2DGuXr1KxYoVadq06XPXJS9SU1Px9/cnNDQUX19fqlevTkxMjHr7n3/+yYwZM8jMzKRGjRp4enpy//599RSCMWPGMHr0aI19LlmyhDVr1uDi4oKbmxs2NjaEh4dz/Phxjh49ytmzZ/nkk0/U+X18fEhKSmL79u3ZrpnwNH2+DwASEhJ47733OHHiBJaWlri7u1OyZElCQkIICAhg27ZtLFmyhJo1a2rVJT09nWHDhnHmzBl8fX1xdXXl3Llz7Ny5k+PHj7N+/XqcnZ0BqFGjBt26dVMP5392jQNLS8tcWgt2794NZM2518d335dffsmKFSvw9vamefPm3L59GwMDAwD+/vtvPvvsMzIzM6lZsyb169cnLCyMvXv3snfvXp1t/7Lu3LlD9+7dMTY2xtfXl9TUVI4fP878+fM5cuQIf/zxB2ZmZno9phCimFEKIUQhcuzYMaWbm5vSzc1NIz01NVXZokULpZubm3Lq1KnKtLQ09bZbt26pt82ZM0ej3Nq1a9X769Wrl/Lhw4fqbbGxscrevXsr3dzclB988MEL11l1jBYtWrzQub2MnI6tek3Wrl2b634GDx6sdHNzU06YMEEjfcCAAUo3Nzfljz/+qLc6q2T3emRmZir79OmjdHNzU3766afK+Ph49bb09HTljBkzlG5ubkp/f3+Nck+39aBBgzTKqfz444/qPFOnTlWmp6ert+3evVvp5uam9Pb2VrZo0UL5008/KTMzM9Xb//jjD6Wbm5uydevWGvucN2+e0s3NTfm///1PI79SqVSmpaUpjxw5kufX5Pbt2+r61a9fX3np0iX1tkePHim//PJLdXunpqaqtx0+fFjp5uam7Ny5s879jhkzRunm5qZcvHhxnuvyLFW9jh07ppH+dDt26tRJGRUVpVX2wIEDSoVCoaxfv77yxIkTGtsuX76sbNq0qdLNzU15/PhxjW3Hjx9X3rp1S2t/oaGh6jJnz57V2KZ6DXP6PL6K94FSqVSOHz9e6ebmphw+fLjy/v37GtuWLFmidHNzU7Zp00b56NEjdfrTr1/Xrl01Xr+UlBTlO++8o35/Petlvk+aNWumdHNzUy5YsOCFyj9bhzp16ijPnDmjtf3y5cvKmjVrKhUKhXL9+vUa2/bt26esVauW0s3NTXno0CGNbarvnmffbyqqNnz2u+nptn3vvfeUycnJ6m3h4eHKNm3aKN3c3JSzZ89+sRMWQojHZOi4EKJI2Lp1K2FhYTg4ODB58mSNHsoKFSrw8ccfA7Bs2TJSU1N17mPatGnY2dmp/21jY8Pnn3+OgYEBW7duJSIi4pWew9OeHeqp+lu3bt1rq8PTSpYsCaDRA/m0+fPn66zvs0OD9eHgwYOcPn2aGjVq8Pnnn2Ntba3eZmxszEcffYSbmxvHjx8nJCREq7yJiQlffvmlRrlnOTk58emnn2Js/GTgV8uWLVEoFCQmJlKqVClGjBih7pED6N+/P3Z2dty8eZO7d++q0x88eABkrdb9dH5VXd54443nfxGA9957j+rVq6v/bWRkxMSJE3F0dCQsLIzt27ertzVs2JBq1apx+fJlAgMDNfYTERHB7t27sbCwoEePHi9Ul7yaOnWqzhXJ582bh1Kp5PPPP6du3boa21TD/QGWL1+usa1evXo6F+hzcXFh5MiRAGzbtu2F66vP90FoaCj//vsvDg4OzJ49m1KlSmkca/DgwTRr1owbN25w4MABrboYGBjwzTffaLx+ZmZmvP/++wAcOXLkhc9TF9X0i+x6s7ds2cKkSZO0/qKjo3Xmf+edd6hdu7ZW+tKlS3n06BGtW7ema9euGtuaNWtG7969AV54ikV2zM3N+fzzzzE3N1enlS1bVv1eW7FiRbbXCiGEyAsZOi6EKBJUz/Xt0KGDzqHhbdq0wdbWltjYWIKCgrQeqZXd46kUCgU1a9bkwoULnDx5kk6dOr2aE3hGdo/3qlix4ms5/rMyMzMBtAJFlexeP1WArk+q+bpt2rTRCIBUDA0N8fX1JSQkhDNnzmg927dGjRo5PqoMoH79+jqHjVauXJng4GCaNm2q9VoYGxtTvnx5YmJi1MPEIWve6ooVK5g9ezZKpZJGjRphZWX1XOesi673iKmpKe3bt2fJkiWcOHFC4/3q7+/P1KlT+euvv/D19VWnBwQE8OjRI7p3757n57O/iFKlSmkcVyU6Oppz585hbm5OixYtdJZVrWJ++vRprW2JiYkcOHCAS5cuqZ/vDFlD9gGuX7/+wnXW5/tg//79KJVKmjZtmu1Nnnr16rF//37OnDmj9Vo4OTlp3FhRcXV1BbKmU7xO58+fVw9Nf9ro0aN1Budt27bVuR/Vd3d233lvvfUWy5cvJzAwkIyMDIyMjF6i1k80atRI502fFi1aqKfKXLhwgTp16ujleEKI4kcCbSFEkaD6kamao/gsAwMDnJ2diY2N1fmDNLtyqm0XLlx4rT3aeXmc1a5du9i1a5dW+ltvvaUzoHkZqt4tW1tbndtf9vFez+P27dsAzJ07l7lz5+aYV1fvmq55288qV66cznTV3NbstqsC6Kd7wrp06cLhw4fZtGkTY8aMwcjICFdXV3x8fPDz83uhHm0bG5tsg2LVe/nZ92vnzp357rvv2LlzJ1FRUTg4OJCWlqZe2Kt///7PXY/nkd3rfufOHZRKJSkpKXh4eOS4j2cXuduzZw+ffPJJtiMtIGte9IvS5/tA9b5ds2YNa9asyfG4ut632R1LFbSnpaXluM/nVbJkScLDw7Ptof7444/VI4UAatasqXPBSZXs2j+3727VTbHU1FRiYmK0RgK8qJy+81U3Sl7nd74QouiRQFsIIfJIqVTmdxU0XLp0SWePUr169fQaaCuVSi5dugSg1TucH1S96z4+Prn28FerVk0r7emhotnJbYXlvKzA/HTe2bNnM2LECPbt28fp06c5ffo0K1euZOXKlbRo0YIFCxboradO5dn3q4WFBT179uT333/n77//ZvTo0ezYsYP79++rFyd7lbJ73VX1zMviZE+LjIzkgw8+ICUlhSFDhtCpUyecnZ2xtLTE0NCQQ4cOvdAic0/T5/tA9b6tUaNGrq+1l5fXSx1LH2rWrEl4eLjenjSQl8+dPqlebyGEyC8SaAshigRHR0fgSa+RLqpHyajy6tqWU7myZcu+TBX1bsyYMa+lF3n//v3qR5w1btz4lR8vN6qevTfffPOlA6nXqWrVqlStWhXICi6PHTvGhx9+yN69e9mwYcNzzY+Oi4sjLi5OZ692WFgYoPv92r9/f5YsWcKqVasYPny4es7zq+7NzomqngYGBnz99dd5Dij37NlDSkoKrVu35qOPPtLafvPmTb3W82Wp3rd16tRh6tSp+Vyb3LVs2ZLdu3dz6NAhoqOjX9lTFxwdHbl16xa3b9/WeSNP9f1rZmamMaJGtQ5HYmKizv0+PT9el5y+81WfIV3XCiGEyCtZDE0IUSTUq1cPyFqgR9cCNjt37iQ2NhYrKyudj6cKDg7m8uXLWulXrlzh4sWLGBoaai3SVBzEx8fzzTffAFlzGnXNw37dVI+f2rZtW4EbZZBXBgYGvPHGG3Ts2BFAPWLgefzzzz9aaWlpaepnOKs+E09TPfYuKiqKH3/8kTNnzuDg4ECbNm2e+/j64ujoqF5c7ODBg3kup7r5o5oD/TSlUsmmTZt0llMFaI8ePXqB2r441ft2z549r22RrZc5186dO1O+fHlSU1P54osvXtlnTfU+1TU6B1APs/f19dVYk0EVBD/7DHGA5OTkbJ+vrXL48GH1QoVP279/PzExMdleK4QQIq8k0BZCFAnt2rXDycmJqKgovvnmG40flrdv31bPefb399e5uJFSqWTatGnqH++QFWROmzYNpVJJmzZtsp0jWRQplUr279/PW2+9xY0bNyhTpgxffvllflcLyOrJ9vDw4Ny5c3zyySc655DGxsaycuXK1x5M6bJhwwadw28TEhLUC0HlZd74s3766SeNVdUzMzOZPXs2ERERlCtXLtth2AMHDgTgt99+A6B37946F5V7ncaNGwfAJ598wp49e7S2K5VKzp49y6FDh9RpqkXAtm/fTlRUlDo9IyODuXPncubMGZ3Hsre3x8TEhPv37+c4t1vfatasiZ+fH+Hh4YwePVpnj2pSUhIbN27k/v37ejmmKhi9evXqc5c1NTXlhx9+wMzMjK1btzJq1KhsRwmcPn36hQPxgQMHYmxszK5du7RuHh06dIhVq1YBWauWP021tsGKFSs01t1ISkrif//7H+Hh4TkeNyUlhWnTppGSkqJOi4yMVF8r+vTpI8/RFkK8FBk6LoQoEkxNTZk7dy5Dhw5l5cqVHDhwAC8vLxITEzl27Bipqak0btyYUaNG6SzfsmVLrly5QqtWrahfvz4GBgacOHGCmJgYKleuXCiGer6o1atXqwO+tLQ0Hj58yMWLF9VBSL169fj6669fKBh8FQwNDVmwYAHDhw9n/fr1bN++HYVCgZOTE+np6dy+fZuQkBAyMjLo3r17vgeRO3bs4OOPP8bBwYEaNWpgY2NDXFwcp0+fJj4+Hjc3N3r27Plc+3RycqJWrVp0796devXqYWdnx/nz57l16xaWlpbMnj072yDB19eXmjVrcvHiRUxMTNSPT8pPLVu2ZPLkycycOZP33nuPSpUqUaVKFaytrXn48CGXL1/mwYMHDB06VD19oUWLFtSqVYsLFy7g5+dHvXr1sLCw4Ny5c0RFRTF06FAWLlyodSwTExNatmzJ9u3b6dq1Kz4+Pur5w9OnT3+l5/n1118TFxfHgQMHaNu2LdWrV8fZ2RmlUklYWBiXL18mPT2dLVu2ULp06Zc+Xps2bVi8eDGDBw+mQYMG6kXaJkyYkKcnAnh6evLXX38xbtw4du/ezZ49e6hWrRqVKlXCwsKC+Ph4QkJC1EOtW7Ro8dxPGlAoFEydOpVp06YxceJE/vzzT6pUqcLdu3c5c+YMSqWSMWPGaE1badeuHX/++SdBQUF06NABHx8fMjMzCQoKwsTEhB49erB27dpsj9u1a1f27dtHq1at8PHxITU1lePHj5OUlIS3t7f6sWlCCPGiJNAWQhQZnp6ebNiwgYULF3LgwAF27tyJqakpNWvWpEuXLvTs2TPboMvW1pa///6bH374gf379/PgwQNKly5Np06dGD16tMbztYsa1eJckLUglbW1NW5ubri7u9OuXTs8PT3zuYbaHB0d+fvvv1m3bh1btmwhODiY8+fPY2tri4ODA3369KFly5YFokfqnXfewdnZmTNnzqhvYNjZ2VG1alU6duxI9+7d1atY55WBgQE//PADv//+O//88w8nT55ULyb2/vvvq+eCZ6dRo0ZcvHgRPz8/nY84yg8DBw6kQYMGLF++nOPHj3P06FEMDQ0pXbo0NWrUoHnz5hpD3I2NjVm2bBm//fYb27dv5+jRo1hbW+Pt7c2PP/5IYmKizkAb4IsvvsDOzo6DBw+yfft29SPBXnWgbW1tzeLFi9myZQsbN27kwoULXL58GSsrKxwcHOjUqRNvvvmm3h7jN27cOAwNDdm5cye7du1Sn+d7772X54DYw8ODbdu28e+//7J7926CgoI4ePAgGRkZ2NjY4OLiQseOHenYseMLL5bYu3dvqlevzqJFizh9+jTBwcFYW1vTrFkzBg4cSKNGjbTKmJiYsGTJEubOncuuXbs4fPgw9vb2tG7dmrFjx7JixYocj+ns7MyaNWv44YcfOHbsGLGxsTg5OdGxY0eGDh362hdvE0IUPQbKwjrBTQgh9GDdunV88skndOvWLU+P1BKisMvIyKB169aEhYUREBCAt7d3fldJiNdm3rx5zJ8/n9GjR7+2RxIKIYonmaMthBBCFCOrVq0iLCwMb29vCbKFEEKIV0SGjgshhBBF3LVr11i0aBH379/n4MGDGBoaMnHixPyulhBCCFFkSaAthBBCFHH37t1jzZo1mJiYULVqVcaMGUOdOnXyu1pCCCFEkSVztIUQQgghhBBCCD2SOdpCCCGEEEIIIYQeSaAthBBCCCGEEELokQTaQgghhBBCCCGEHkmgLYQQQgghhBBC6JEE2kIIIYQQQgghhB5JoC2EEEIIIYQQQuiRBNpCCCGEEEIIIYQeSaAthBBCCCGEEELokQTaQgghhBBCCCGEHkmgLYQQQgghhBBC6JEE2kIIIYQQQgghhB5JoC2EEEIIIYQQQuiRBNpCCCGEEEIIIYQeSaAthBBCCCGEEELokQTaQgghhBBCCCGEHkmgLYQQQgghhBBC6JEE2kIIIYQQQgghhB5JoC2EEEIIIYQQQuiRBNpCCCGEEEIIIYQeSaAthBBCCCGEEELokQTaQgghhBBCCCGEHkmgLYQQQgghhBBC6JFxfldAiMIkKCgov6sghBBCCFEkubu753cVtFhU7JvfVXhpybdW5ncViiUJtIV4Tu7upvldBfFYUFCatEcBExSURrmq1/K7GuKx8KsuuFaPy+9qiMdCL9sw4OzD/K6GeGy5V0n5fAghXhkZOi6EEEIIIYQQQuiRBNpCCCGEEEIIIYQeydBxIYQQQgghhNDBwED6JcWLkXeOEEIIIYQQQgihRxJoCyGEEEIIIYQQeiSBthBCCCGEEEIIoUcyR1sIIYQQQgghdDCQfknxguSdI4QQQgghhBBC6JEE2kIIIYQQQgghhB5JoC2EEEIIIYQQQuiRBNqvUHR0NOPGjaN+/fooFAr++OMPAG7fvs2QIUPw9fVFoVCwa9euV1qPSZMm0bJlyxcu7+/vj7+/vx5r9GqtW7cOhULBnTt38rsqQgghhBCiEDMwMCz0fyJ/yGJor9B3333H3r17GTVqFI6Ojri7uwPwv//9j+DgYN5//31sbW3V6eLV2bRpEw8ePGDw4MH5XZWXtmPHEX7/fR0hITcwMTHGx6cW48cPxM2tUp7KJyensGBBAFu2HCQqKhoHB3s6dGjKyJG9sbAw18ofFhbFnDl/cvjwfyQlpVClSnkGDOhAz55++j61Qknao2DZt+s8f/2xj9Ar4ZiYGONVpwrDx7TDtVrZPJVPSU5j8a+72LX9Px7ci6NUGRtat63N28NaYW5hqs6XmprO9n9Pc/TgZa6E3OX+vTjs7KxwrVaOfoOa4VOv6qs6xUJn985A/li8lStX7mBiYkydOm6MGdeDqtWc81Q+OTmV337eyLatx7l/L5bSZWxp174+Q0d0xsLCTCPv0SMX2LPrFJcv3eRKyB1SUtKYPmMoHTo1fBWnVii1rFCKwTWdqWZnRXpGJqfvxTHvvxuExiblWrZSCQu6Vy2LoqQV1e2tsTMzYd3VCL44fiXbMuWszHi/dmXqly2JpbEhN+OSCQi5y/rQSH2eVqElnw8hii65xfEKnThxgsaNGzNs2DC6dOmCq6srmZmZBAYG0qlTJwYOHEiXLl0oWzZvPwBF3nTp0oVz585Rvnx5ddrmzZtZunRpPtZKP1av3sGYMd+QnJzChAmDGTGiF8HB1+nT5yOCg2/kWj4jI4Nhwz5n4cK1+PrW4rPPRtCiRT0WLVrHiBFfkpmZqZE/IuI+vXtPYNeuY/Tq5ceUKcMoW7YUU6bMZ/78la/oLAsPaY+CZdO6E3z64VKSk9MYOa4Dg4a25ErIXYYPmk/olfBcy2dkZPLh6EUsX7KX2nWq8OGn3WjctCYr/tzPR+8v0WiP8LsPmfH5Gh48iKddJx8mfNKNTt3rcSX4LmOG/sryJXtf5akWGuvXHuDDcQtITk5l3Ac9GTKsIyHBtxnUfzpXQm7nWj4jI5PR733PkkVb8PFV8MmUATRrXps/l2xj7Ki5Wp+RLZuPsn7tAVJT0vMcqBQnXV0dmdO0JhbGRvxw5jq/X7iNW0kr/vTzoqqdZa7lvcqUYFBNZ5ytzbnwID7X/A4Wpiz1q01z51KsvxrOrMBrRCan8lkDN4Z7VNTHKRVq8vkQomiTHu1X6MGDB5QoUUIjLS4ujvT0dK30l5GUlISlZe4XyOLCyMgIIyOj/K6G3sXGJjBjxiLKli3NypWzsLbOavN27RrTocMopk9fyNKl03Pcx/r1ezhxIgh//45MmTJcnV6+vAMzZy5m48Z9dO36ZJrBnDlLuXfvIfPmfUKbNll3vHv18mPEiC/5+edVdOnSggoViueNImmPgiUuLokfv9uEg6Mtv/45CivrrNEALdt40b/bbL6f+Q/zfx+R4z62bgzkTOA13urbiPGTuqrTyzqVZP6czWz/9zTtOvkCULKkFUsCxqKoofljtUuPBgzo8R0LF2ync4/62NgU3+/muNhEvpsVgGPZkvyxfDLW1hYAtPGrR/fOk5n1zQoWLvk4x31s+ucQp04G07d/Kz7+tL863al8aeZ8u4p/Nx2lU5dG6vTRY3sw5bNBmJmZ8M/6QwSdv/ZqTq4QKmFqzId1XIhITGXw9rMkPsoAYMfN+6zr6MNEH1eG7T6f4z7234mmyeqjxKc9wsnKjC1d6+WYf0ztypSxMGX8gYvsuf0AgHWhEfzQrCZD3Cuw+XoUYQkp+jnBQkY+H0IUfdKj/ZzCwsL4/PPPadeuHV5eXvj6+jJ8+HCCg4PVeVRzhBMTE1m/fj0KhQKFQsG8efOoX78+APPnz0ehUGjMnb58+TJDhw6lTp061K5dG39/fwIDAzWOr9r30aNH+eqrr2jYsCHe3t7q7bt27aJjx454eHjQsWNHdu7c+Vznt2rVKlq1aoWnpydvvfWW1vFV0tLSmD9/Pm3atMHd3Z0mTZrw9ddfk5ycrJFPoVAwdepUtmzZQvv27fHw8KBz584cOHBAa5937txRz2n39PSkR48eOuev//XXX3Tq1InatWvj4+NDly5dCAgI0HqNVHO0/f392bdvH2FhYeq2UCgUz/W6FAS7dx8jISGJnj3bqIM6ACcnB/z8GnL8+DnCw+/luI9//tkDwNtvd9NI79evPebmpmzYsEedlpycwvbth3F2dlQHdSpvv92VR48y2LRp/8ueVqEl7VGwHNx7gcSEFDp1r6cOsgHKlitJi9YenD4ZSmRETI772Lr5FAB9BzbTSO/RuyFm5iZs3XRKnWZrZ6UVZAOULmODt48L6ekZ3LqRc/sXdXv3nCEhIZluPZqqgwiAck6laNXGl5MnLhMR/iDHfWzaeAQA/8GaUyN69WmJubkpmx9vV3F0LImZmYmezqBoaeFsTwlTY9aHRqiDbICIpFR23bpPvbJ2OFqa5rAHiE17RHzaozwdz9zIkFYVS3MnPlkdZKssvxSGiaEh7SqXef4TKSLk81F45Pf8apmjXXhJj/ZzOn/+PIGBgfj5+eHk5ERUVBQBAQH4+/uzefNmHBwcqFu3LrNmzWLKlCl4enrSq1cvICvoLF26NNOmTaN169a0bt0aKysrAEJDQ+nXrx+Wlpa8++67mJmZsXr1agYPHsySJUuoW7euRj2++uorbGxsGDFiBPHxWcO3Dh06xJgxY3B1dWX8+PHExsby6aef4ujomKdzW716NVOnTsXb25uBAwdy9+5dRo4ciY2NDeXKlVPnUyqVjBo1ipMnT9KzZ0+qVq1KaGgoK1as4OrVqyxatAgDAwN1/jNnzrBt2zb8/f2xsrJi1apVvPfee/z555/4+mb1Dj148IA+ffqQmJjIwIEDKVmyJBs3bmT06NHMnj2bjh07quv4xRdf4OfnR//+/Xn06BFXrlzhzJkz9OnTR+d5qV6jiIgIPvnkkzy9FgXR2bMhAHh7V9fa5u1dg/Xr93D+/BXKldP9w0WpVHL+/BUcHOwpX95BY5u5uRk1arhw/vyTeXYhITdJSUmjdm1dx6uOgYEB586FvMwpFWrSHgXLxfO3APDwqqy1zd2rMls2nuJS0G0cy9rpLK9UKrkUdJvSZWwo51RSY5uZuQnVFE5cupC3BRbvRcUCYG+vv5FLhZGqt8yrdjWtbV61q7Lpn8NcCLpO2XKldJZXKpVcCLpOGQc7nJxKa2wzNzfFrXoFLgRd13/Fiyj3UjYAnL0Xp7Xt7P04Ors6UqtUCSKTcg7u8qqqnRUWxkacu689xPzs/TgylUrcSxXfz4h8PoQo+iTQfk7Nmzenbdu2GmldunShffv2rFmzhpEjR1KhQgUqVKjAtGnTqFChAl26dFHndXBwYNq0aSgUCo3077//nrS0NNatW0flypUB6N69O+3ateObb75h3bp1Gse0tLRk2bJlGBs/acLZs2dTqlQpVq5cqR6aXr9+fQYPHqwxX1mX9PR0vv/+e2rUqMHSpUsxNc26q121alUmT56sEWhv3ryZgwcPsnTpUurVezJszN3dnY8++ojDhw/TuHFjdXpISAgBAQHqnvdu3brh5+fHd999x8qVWfNKf/vtN+7du8fSpUvVvf59+vShe/fuzJgxAz8/P0xMTNi3bx/VqlXjxx9/zPF8ntaoUSOWLl1KXFycxmte2ERG3gegbNnSWttUaRER97MtHxMTT3JyKtWq6V6ky9GxFGfOXCYhIQlra0v1vnQdz9TUhJIlbdR1Ko6kPQqWqMis4NbB0VZrmypNlUeXuNgkUlLScamqe+i9g6MtQWdvkpiQotFj/qxD+y5yMeg23r4uODnbP88pFDmREdFAVi/asxzLZqVFRj7MtnxsbCIpyWlUrap7Lqmjoz3n/gslISFZo0dQ6KbqrY5MStXapkpztDTT2vYqjpeeqSQmNV2vxyts5PMhRNEnYwmek7n5kx9YycnJPHz4ECsrK6pUqcKFCxdeaJ8ZGRkcOnSIFi1aqINsAHt7e7p3786FCxe4f1/zB3SvXr00guyoqCguXbpE586dNeZ/v/HGG1Srpn239FlBQUE8ePCAnj17qoNsgK5du2JjY6ORd+vWrVSuXJmqVasSHR2t/qtXrx4GBgYcP35cI7+7u7vG8PaSJUvSsWNHTp8+TWxs1g/fffv2UatWLXWQDVmvdb9+/bh37x4XL14EoESJEkRERHDu3Llcz6moSU7O+rFiaqo97EuVlpKi/YNGRbVNV3kAMzNTjeM8OZ7u+3FmZibqPMWRtEfBkpKSDoCJjtfnSXukvVD5rH0Y57qP66GRfDklgBI2Fnz6ea+8VbwIU71Wut6zZqo2Sc6hTfLwns9tH+IJc+OstUvSMpVa21IzshbNMjfS38/CnI6nOqY+j1fYyOej8DAwMCj0fyJ/SI/2c0pNTWXu3Lls3LiRe/c059/Z2dm90D6jo6NJTk6mSpUqWttcXFyArLnhpUs/6cmqUKGCRr67d+8CaATqKpUrV1YHqtnJrryxsTHOzpp3S2/cuMH169d54403dO7rwQPNYWfZ1Ul1XFtbW+7evUubNm208rm6ugJZ5+/l5cXQoUM5evQoPXv2pEKFCjRs2JD27dvToEGDHM+vKFA9piMtLV1rmyrN3Dz73gHVNl3lAVJT0zSO8+R4uufjpaamU7Kkjc5txYG0R8Fibp71ozJdx+vzpD2yn3+aU/msfTzKcR83b0Tx/rBfyVQq+f6nIZR31j3cszhRvVa63rOpqjaxyKFN8vCez20f4omUx/OyTQ21f3SbPQ54UzIytba9iuOpjhmTmrf53kWRfD6EKPok0H5OX375JWvXrmXAgAF4e3tjY2ODoaEhX3/9NUql7ru2r8LTPeuvW2ZmpnpIuS4ODg460/XB1dWVbdu2sX//fg4dOsS+fftYtWoV/fr147PPPntlxy0IHB2fDEd2ddW80ZLTsGIVO7sSWFiYZTucOTLyAdbWluqFvXIa/pyWls7Dh3F4eRW+ReX0RdqjYHl6eHhlF811KXIaVq5iY2uJublJtsPLoyJjsbI21zls/HpoJO8P+5W01EfM/WUoNeWxRQA4ls0aOh8Z+RAXVyeNbZERWUNidQ2bVbG1tcLcwpTIyGid2yMjo7G2tpBhsXkUmZR1887R0ozrcZoLl6qGcOsa5q2P4z3LxNAAOzMTnfO3iwv5fAhR9BXfMTsvaNu2bXTt2pXJkyfTvn17GjduTMOGDdVDoF+Evb09FhYWXL+uvWjFtWtZi2XkNsfaySnrS/rGjRta23Sl5bX8o0eP1Kt3q1SsWJGYmBjeeOMNGjZsqPVXtWrVXI+vSlMd18nJKc/nb2FhQdu2bfnqq6/Ys2cPnTp1YsWKFURGRmZ7fkVh2IynpxsAZ85c1tr2339ZaR4e2U8TMDAwwN29KlFR0YSFRWlsS0lJ5dKlaxrl3dwqYWZmqt73s8dTKpXqOhVH0h4FSw33rOA26OxNrW2qtBruFbS2qRgYGFC9VgXu34sj/K7mvMjUlHSuBN+lRi3tuZChVyIYPeQX0tMz+HHhMAmyn1LLI2uU1rn/rmptO3c2NCuPu/ZILhUDAwNq1arCvagY7t7VvMGUkpJGyOXbOZYXmlTPvfYsrT3yxbN0CY08+nA1JpGURxnqfWsezwZDAwOC9Hi8wkY+H0IUfRJoPycjIyOtnuvNmzcTFRWVTYm87bNJkybs3buXW7duqdNjYmLYsGED7u7uGsPGdXFwcKBGjRps3LhRvQo5wNGjR7ly5UoOJbO4u7tjb2/P6tWrSUt7Mp9nw4YNxMVprlDavn177t+/z4oVK7T2k5aWRkJCgkZaUFAQZ86cUf/74cOHbN68GW9vb2xts3qYWrRowYULFzQeJ5aamsrKlSspU6YMtWrVUpd9mrGxMW5uWcHFs/V8moWFBXFxca911IG+tWrVACsrC1av3kFCQpI6/e7dKLZtO0y9eh7qFa6Tk1MIDb1NVJTmne4uXVoAsGTJeo30lSu3kpKSpt4OYGFhTps2DblzJ5IdOzQfEbJ48QaMjY3o2LGpXs+xMJH2KFiatqyFpZUZG9cdJ/Gp5/JGhD9k785z1PF1Va84npKcxo3rUdx/ZvXlth3rALByqeZj0tb9fYTUlHTadvTRSL8acpcxQ39BqVQyb+FwnY/7Ks5atqyDlZU569buJyHhSQ9q+N0H7Nx+Et+61dUrKicnp3L9Wjj37sVo7KNDp6wpSsv+2K6RvjpgLykpaertInd77jwgIf0R3auWxerx/GmAspZmtK5YhpMRMepeaHMjQyrbWFDa/MUfBZWSkcnu2w9wLmFBywqaUyn8a5QnPTOTbcX4EXjy+ShMDIvAn8gPMnT8ObVs2ZINGzZgbW1NtWrVuHTpElu3btWaM/28xo0bx6FDh+jXrx/9+vXDzMyMv//+m/j4eCZNmpSnfYwfP57hw4fTr18/unfvTlxcHMuXL6datWokJSXlWNbExIRx48YxdepUBg4cSIcOHQgLC2PdunVa59a5c2e2bdvGF198wcmTJ/Hx8UGpVHL9+nW2bt3K3LlzNRY1c3NzY8SIEQwYMED9eK/ExEQ+/PBDdZ6hQ4eyefNmhg0bhr+/P/b29mzcuJGrV68ye/Zs9cJv7777Lvb29vj4+FC6dGlu3brF8uXLUSgU6vncuri7u7NlyxamT5+Ol5cXhoaGdOjQIU+va0Fha2vNxIlv89lnP9G370R6925LWlo6y5dvBgyYPHmoOu+5c1cYOPBTunVryYwZH6jTu3dvxYYNe1m2bDPx8Un4+tYiOPg6K1ZsoV49Dzp3bq5xzPHj/Tl69D8mTpzDhQtXcXZ2ZPfu4+zde5KRI3tTsWI5iitpj4LFxsaS0R90YNZX6xg+aAFd32pAWtoj1gQcxsDAgLETO6vzXgy6zeghv9C+sw9TvnzyWMAOXeqyddMp1qw8TGJCCrXruHAl5C7r/z5KHV9X/DrUUeeNCH/ImKG/EhuThP87LQi9Ek7olXCNOtV7ww37Yvz4IhtbKz6Y0IuvPl/K4AHTeatnc9LSH7Hyr10YGBjw0aS+6rxB568z9O2ZdOrSiC+/HqJO79KtCZs3HmHlX7uIj0/Cx1dBSPBt/g7Yg2/d6nTopPlM+ZDg2+zfm3Vj9/KlrBvXe/ec4W5YVo9fsxbeuCle7npdWMWnPeL709f5X/1q/OHnxZor4ZgaGtJX4YQSJd+euqbO616qBL+39mRjaCRTjz15bKC1iRF9FFkj0UqYZF2XFSWtGPJ4tEjIw0QOhD25oTjvvxvUL2vH9IYK/rocRlhCCs2dS9HMuRS/nr/FnaduihU38vkQouiTQPs5TZ48GWNjY7Zs2UJSUhLu7u4sXLiQb7/99qX26+rqysqVK/nuu+9YuHAhSqUSd3d3vvrqK61naGenadOmzJ07lx9++IE5c+ZQsWJFvv76a3bv3s2JEydyLd+7d28yMjJYtGgRs2bNws3NjZ9++om5c+dq5DM0NGT+/Pn8+eefbNiwgd27d2Nubk6FChXo168fCoXmPFFvb28aNGjAvHnzuH37NlWqVGHBggUa56V6LNns2bNZuXIlycnJVKtWjXnz5tG6dWuNOm7evJk///yThIQEHBwc6NGjB++99x6GhtnfsevXrx8hISFs2rSJ5cuXo1QqC12gDdCnTzvs7GxYtGgd3367BBMTE3x9azJunD/Vq+c+RMzIyIjffvuMBQsC2Lr1IP/+e4AyZUry9tvdGDWqD0ZGRhr5nZwcCAj4lu+/X0ZAwDaSklKoXLk8X3wxit6922ZzlOJD2qNg6drzDWzsrFjxxz4W/PAvJiZGeHlXYfiYtlR1c8q1vJGRId8teJclv+5k1/az7Nz6H6XKlKCPf1PeGd4ao6dWSL57J5rYmKwbmMsW79W5v/m/jyjWgTbAW71aYGtrzZ9LtvHDnNUYmxhRp44bo8f2yNMPeiMjQ+b//AG//ryRHdtOsG3LccqUscN/kB/D3+ui0SYAly7eZME8zREiu3YEsmtH1mgpB0f7Yh1IrL0aQWzqIwbVLM847yo8ylRyOiqW+WdvcCUm5xvyADamxox+5ln1tUqVoNbj9/nG0EiNQDsiKZWB2/9jTO3K9KhaDksTI27GJfPl8SusvRqh13MrjOTzIUTRZqAszGNpRYGnUCjo3bs3X3zxRX5XRS+CgoJwd5cVPAuKoKA0aY8CJigojXJVr+WeUbwW4VddcK2e/bQa8XqFXrZhwNnsn40sXq/lXiXl81HAWBg3zD3Ta2bjMiT3TAVc3LXf87sKxZL0aAshhBBCCCGEDgYGMsdZvBh55wghhBBCCCGEEHokgbYQQgghhBBCCKFHMnRcvFLBwcH5XQUhhBBCCCGEeK0k0BZCCCGEEEIIHWSOtnhR8s4RQgghhBBCCCH0SAJtIYQQQgghhBBCjyTQFkIIIYQQQggh9EjmaAshhBBCCCGEDgbSLylekLxzhBBCCCGEEEIIPZJAWwghhBBCCCGE0CMZOi6EEEIIIYQQOsjjvcSLkneOEEIIIYQQQgihRxJoCyGEEEIIIYQQemSgVCqV+V0JIQqLoKCg/K6CEEIIIUSR5O7unt9V0GJfbXR+V+GlRV+Zn99VKJZkjrYQz8nd3TS/qyAeCwpKk/YoYKRNCpagoDS6Dd6b39UQj63/o4V8PgqQoKA0Ovtvy+9qiKdcO1PwAm2Zoy1elLxzhBBCCCGEEEIIPZJAWwghhBBCCCGE0CMJtIUQQgghhBBCCD2SOdpCCCGEEEIIoYPM0RYvSgJtIYQQQgghhBBa0tLS+PHHH/nnn3+IjY3Fzc2NsWPH0qRJkxzLRUVFsXTpUs6fP09QUBAJCQnMmTOHDh06aOS7c+cOb775Zrb7adiwIUuWLMk1r6595zcJtIUQQgghhBBCaJk0aRLbt29n4MCBVK5cmfXr1zN8+HD++OMP6tWrl22569evs3DhQipWrEiNGjU4efKkznz29vbMmjVLK/306dMEBATQuHFjrW3t27enefPmGmm1a9d+rvN6HSTQFkIIIYQQQgih4dy5c/z77798+OGHDBs2DICuXbvSsWNHZs2axZo1a7ItW6tWLY4dO0bJkiU5fvw4AwcO1JnP0tKSLl26aKXv3bsXQ0NDOnbsqLWtRo0aOssUNDLpQAghhBBCCCF0MCgC/72obdu2YWhoSO/evdVpZmZmvPXWW5w/f547d+5kW9ba2pqSJUu+0HETEhLYu3cv9evXx9HRUWeepKQk0tLSXmj/r4sE2kIIIYQQQgghNFy6dImKFStia2urke7p6ane/ips376dlJQUOnfurHP7zz//jLe3N56ennTv3p0DBw68knq8LBk6LoQQQgghhBBFVE6LjQHs3r1bZ/q9e/coU6aMVroqLSoq6uUrp8OmTZswNzenTZs2GumGhoY0btyYVq1a4ejoyO3bt/njjz8YPnw48+bNo1WrVq+kPi9KerQLiDt37qBQKFi3bp06bd26dSgUihyHZeRHvQo6f39//P3987saQgghhBBCFFopKSmYmppqpZuZmam361tkZCTHjx/nzTffxNraWmObk5MTixYtom/fvrRs2ZJBgwaxfv167O3tmTlzpt7r8rKkR1sUecnJyfz+++/Uq1eP+vXr53d1XtqOHUf4/fd1hITcwMTEGB+fWowfPxA3t0p5Kp+cnMKCBQFs2XKQqKhoHBzs6dChKSNH9sbCwlwrf1hYFHPm/Mnhw/+RlJRClSrlGTCgAz17+un71AolaY+CRdqj4GnTwpWhA+vgVrUU6ekZBP53l+8WHOVKaHSuZatUsqNXl1rUUJShpqI0Je0s+HvDBSZ/tSfHcm3fdKV/T09qKspgamJE5L0ETv0Xzsef79LXaRVa8hkpWPxaVmPYoLooqpUhPT2Dk2fuMHveIUJC7+datkqlkvTu5kmt6g7UVDhQ0s6CVevP8ckXO7Tyli9nw8Etw3Lc3+z5B/lp0fEXPpeiqig8Rzu7HuvcmJub65wHnZqaqt6ub5s3byYzMzPbYePPsrOzo3v37vz222/cuXMHZ2dnvdfpRUmgLYqcRYsWafw7OTmZ+fPnM3r06EIfaK9evYMpU+bh5laJCRMGk5qaxvLlm+nT5yNWrpyFQlE5x/IZGRkMG/Y5J04E0aVLC+rWrcXlyzdYtGgd586FsGTJlxgaPrmgRETcp3fvCcTHJzJoUBecnR3ZvfsYU6bMJzIymtGj+77iMy7YpD0KFmmPguetLjX55n9vEnz1Pt/OO4KZqRH+vT35e1FPer+7hpDQBzmW9/Yoy5CBdbh9J5bzF6No2jD3YPCzic3o95YHew5e54dfjpGS8ohyjiWo41VWX6dVaMlnpGDp1dWdGZ+1JfjKPWbOPYCZqRGD+tZh9R996fX2SoKv5hxs1/F0Ytiguty6E8O5CxE0a1Ql27zRD5P5YPK/OrdNGN2E8uVs2L0/9KXORxQ9ZcqU4e7du1rp9+7dA8DBwUHvx9y4cSP29vY6H+uVnbJls77fY2NjJdAW+SMpKQlLS8v8rsYrp2uIS1EQG5vAjBmLKFu2NCtXzsLaOqst27VrTIcOo5g+fSFLl07PcR/r1+/hxIkg/P07MmXKcHV6+fIOzJy5mI0b99G1a0t1+pw5S7l37yHz5n1CmzYNAejVy48RI77k559X0aVLCypUKJ4/XqU9ChZpj4LHpoQZn37QmPCIePq8u4aExHQAtuy8wtbV/ZkyoQkD39uQ4z72HLyBT4vfiItPpXy5EuzbNDjH/F3aKxjQy5PJX+3h7w0X9HQmRYN8RgoWmxJmTB7fgrsRcfR8eyUJiVm9hlt2BrN97dv876OWDBj+d4772H0glNpN5z3+fOTcY52cks4/W7QXrqpUwY5yjiU4fe5uroG9KH6qV6/OsWPHiI2N1VgQ7ezZs+rt+nTlyhUuX76Mv78/xsZ5D1NV02zt7e31Wp+XVfjHQryExMREZs6cScuWLXF3d6dBgwb4+/trPFDd39+ftm3bEhwczIABA/Dy8uLNN99ky5YtAAQGBtKrVy88PT3x8/Pj4MGDGscICwvj888/p127dnh5eeHr68vw4cMJDg5+4XqfO3eOoUOH4uPjg6enJ3379uXYsWMaeebNm4dCoSAkJISPPvqIevXq6XwO3dPi4uKYNGkSPj4++Pr68vHHHxMfH68z7/Xr1xk7diz169fHw8ODrl27sm3bNo08qjnmx44d44svvqB+/fp4e3szduxY7t/X/jLfvn073bt3x9PTk/r16zN+/Hitu2j3799n8uTJNGvWDHd3dxo2bMiQIUO4cuWKOs/Tc7Tv3LnDG2+8AcD8+fNRKBQoFAomTZqU42tREO3efYyEhCR69myj/oEE4OTkgJ9fQ44fP0d4+L0c9/HPP1nDLd9+u5tGer9+7TE3N2XDhifDMZOTU9i+/TDOzo7qH0gqb7/dlUePMti0af/LnlahJe1RsEh7FDytmlWhhLUZf/9zUR1kA4RHJrB9dyhv1K1AWUfrHPYAMbEpxMWn5vmYo96ty6Xge+og28rSBIMXf7JNkSKfkYKldfOqlChhxt/rz6uDbIC7EfFs3RVCw3oVKedYIsd9PO/nQ5fe3TwwNDRg1bpzL7WfoszAwLDQ/72otm3bkpmZyapVq9RpaWlprFu3jlq1alGhQgUga1G00NBQ0tPTs9tVnmzcuBEg22Hj0dHaU44iIyNZu3YtVatWpVy5ci91fH0r1j3a06ZNY+vWrfTv35+qVasSFxfH2bNnuXz5MnXr1lXnS0hIYPjw4bRr1462bdsSEBDAhAkTUCqVfP311/Tp04cOHTqwePFixo4dy/79+ylRIuvL8fz58wQGBuLn54eTkxNRUVEEBATg7+/P5s2bn3vIxYkTJ3j33XepUaMGo0aNwtjYmH/++Yd3332XxYsXaw2N/uCDD3B2dmbs2LE5vvmVSiUjR47k1KlT9O7dm6pVq7J7924+/vhjrbyhoaH06dOH0qVL8+6772JlZcXOnTsZO3Yss2bN0nqA/PTp07G0tGTUqFHcvXuX5cuXc/36ddasWaPuff7nn3+YOHEitWrVYvz48Tx8+JClS5dy6tQp9SIHAO+//z4hISH0798fZ2dnHj58yIkTJ7hx4wbVqlXTqqu9vT3Tpk1j2rRptG7dmtatWwNQsWLF53rdC4KzZ0MA8PbWvnvo7V2D9ev3cP78FcqV014dErLa+Pz5Kzg42FO+vOb7ztzcjBo1XDh//skNi5CQm6SkpFG7tq7jVcfAwIBz50Je5pQKNWmPgkXao+Dxcs/qqTxzLlxr2+lz4XTvVAPPmo5ERCbo5XiVK9pRpVJJlv19jmGDfHi7X21Kl7IkJeURB47c5OvvDxIWrvvmcXEgn5GCpbZHVkBw+qz2sNzTZ+/yVmd3PGuVJTzy1b1njYwM6N6xFvHxqWze/uIdQKLo8vLyom3btsydO5eHDx9SuXJlNmzYwJ07d1i8eLE635w5c1i/fj27d+/WGLr9008/AU96nHfu3MnNmzcBGDlypMaxlEolmzdvpnLlyurHhz3r22+/5datW7zxxhs4ODgQFhZGQEAASUlJTJkyRa/nrg/FOtDet28fvXr14pNPPskx371795g5cyZdu3YFoGHDhrRr144PP/yQv/76Cx8fHwBcXV1599132bZtGz179gSgefPmtG3bVmN/Xbp0oX379qxZs0brTZYTpVLJ1KlT8fHxYcmSJRg8vk3fp08funXrxvfff09AQIBGGRcXF+bNm5frvnfv3s3JkyeZMGECQ4cOBaBv374MHjxYK+/06dNxcHBg7dq16kUQ+vfvzzvvvMN3331H586d1XVTWbZsmTqorlq1KpMnT+aff/6hZ8+epKenM2vWLFxdXVmxYoV6nw0bNmTgwIEsXLiQjz/+mLi4OE6dOsXEiRN599131fseNiz7oVKWlpb4+fkxbdo0FAqF1k2AwiQyMmsUQNmypbW2qdIiIrIf9hUTE09ycirVqume4+joWIozZy6TkJCEtbWlel+6jmdqakLJkjbqOhVH0h4Fi7RHwVPWIau3WlcgHRGV8DiPld6O51qlJADtW1XFzNSYn5ec5PrNGBr4OjOglyee7o506beS6Bj9r5JbGMhnpGAp65DVIRMepR1IRzxOy23Ex8t6s6krDmWs+Wv1fySnvFxPpCi6Zs2axdy5c9m4cSOxsbFUq1aNn3/+mQYNGuRadu7cuRr/3rp1K1u3bgW0A+3AwEDu3r3LmDFjst1fo0aNuH37Nn/99RdxcXGUKFECX19fRowYgYeHxwuc3atVrAPtEiVKcPbsWSIjI3F0dMw2n7m5ucYQBhcXF2xsbChVqpQ6yIasuz4At2/f1iirkpycTEpKClZWVlSpUoULF55v/tjly5e5fv06Q4YM4eHDhxrbGjZsyPLly0lOTsbCwkKd3rdv3hYaOXDgAIaGhhr5jYyM6N+/PydOnFCnxcTEcOTIEUaPHk1SUhJJSUnqbU2aNOHw4cNcv34dFxcXdXqfPn005k137dqVmTNnsnfvXnr27ElQUBD3799nxIgRGq9X/fr1qVWrFvv27ePjjz/G3NwcExMTTpw4QY8ePbCzs8vTuRUVyclZw8NMTU20tqnSUlKyH0Km2qarPICZman6ONbWlk8dT/fXhJmZiTpPcSTtUbBIexQ85uZZr01aeobWttTUjMd5dL/eL8LKMquNStlb8vaoDRw6nnUt3rnvGvEJqYwaUo/B/byZ89NRvR2zMJHPSMFiofp8pOn6fDx6nEd/nw9d+nTP6jUMkGHjIgdmZmZMnDiRiRMnZptnxowZzJgxQyv9eabK1q1bN9f8HTt2zHUqbEFSrAPtjz76iEmTJtG8eXNq1KhBkyZN6NKli0aQCODo6KixiiZkBenPzgNQDRePjY1Vp6WmpqrvAqlW6FN53kDx+vXrAEyePDnbPDExMRqBtmruRG7CwsIoXbq01vPqKleurPHvW7duoVQqmTdvXrY95dHR0RqvYaVKmne/jY2NcXZ2JiwsDEA9D7tKFe3VMl1dXdm+fTuQtcjZhAkTmDVrFo0aNcLT05NmzZrRpUuXAjcn41WwsMh6ZmFamvZdZ1WaublZtuVV23SVB0hNTdM4zpPjPcomfzolS9rkpepFkrRHwSLtUfCkpGS9NqYmRlrbzMyMHufRXy+aKjiJiEpQB9kqazZeYtSQerxRt+CsRvu6yWekYElWfT5MdX0+jB/neXW9zOUcS9DkjcqcvxjBhctRr+w4RUFReLyXyB/FOtBu164dvr6+7N69m8OHD7Ns2TIWLVrEN998Q6dOndT5ng2yc0tXKpXq///yyy9Zu3YtAwYMwNvbGxsbGwwNDfn666818uWFKv+HH36Iu7u7zjzPrran7+fbZWZmAjB48GCaNWumM4+uudL6MnjwYN588012797NkSNH+Omnn/j111/55ZdfCv2ju3Lj6PhkaJ+rq+YNlJyG6KnY2ZXAwsIs26GBkZEPsLa2VC+Sk9NQwrS0dB4+jMPLS/H8J1JESHsULNIeBY96eLijNaE3NEdhqYeVRyXq7Xjhj4eo37uvvc+ox2m2NtkHkkWdfEYKFtXw8HIOJQi9rrnAk2pYub7WL9ClZxd3jIwMpTdbiFeo2N+iKVOmDH369GHevHns27cPZ2fnPM1pzqtt27bRtWtXJk+eTPv27WncuDENGzbU6PXOK1XvtJWVFQ0bNtT5Z2b2Yj8iypcvz/3790lI0PxSv3Hjhs46GBkZZVuHp5f/B9SLHqg8evSIO3fuUL58eQCcnJyAJz32T7t27Zo639N1GDx4ML/99hs7duzA1NSUX375Jdtze3a+eGHl6ekGwJkzl7W2/fdfVpqHR/Y3OQwMDHB3r0pUVDRhYZp3r1NSUrl06ZpGeTe3SpiZmar3/ezxlEqluk7FkbRHwSLtUfCcuxAJZD0L+1mqtHMXI/V2vOCr90lKTlcH8U8r93iu6/3oZL0dr7CRz0jBcjYoAgBvLyetbXU8s9LOXYh4Jcc2MICeXT1ITEpj41btR34JIfSj2AbaGRkZWo+usrGxwdnZmbi4OL0dx8jISKvnevPmzURFPf8wHXd3dypVqsQff/yhFRCD7iXv86pp06ZkZmaycuVKdVpmZiZ//fWXRr5SpUpRv359Vq9eTWSk9g8kXXUICAggLe3Joys2bNhAXFwczZs3B7LOq3Tp0qxatYrU1CfztQIDAwkKClLnU81xf1rZsmUpVapUjm2mGkr/Ijc3CpJWrRpgZWXB6tU7SEh4Mjf+7t0otm07TL16HurVYpOTUwgNvU1UlGZ7dOnSAoAlS9ZrpK9cuZWUlDT1dgALC3PatGnInTuR7NhxRCP/4sUbMDY2omPHpno9x8JE2qNgkfYoeHbuu0ZCQhq9utbC2urJXNNyjta0bVWVY4F31D125mbGuFQqSZlSltntLlepqRls3XmFMqWtaPumq8a2AT2z5qLuO6R9Q7e4kM9IwbJj7xXiE1Lp3c0Da6sn69g4lS1Bu9ZuHD15S73iuLm5MS6V7SlTWj+LBzZ5ozLly9nw745gEpNkETQhXpViO3Q8MTGRpk2b0qZNG6pXr461tTWnT5/m4MGDDBgwQG/HadmyJRs2bMDa2ppq1apx6dIltm7dmue5008zNDRk+vTpDBkyhA4dOtCjRw/Kli1LVFQUJ06cQKlUsmzZsheuZ506dZgzZw5hYWFUq1aNXbt26QxOp02bRt++fencuTM9e/akYsWKPHjwgLNnzxIaGsrOnTu1ygwcOJAOHToQFhbG8uXLcXNzU6/ibmJiwkcffcTHH39Mv3796Ny5M9HR0SxbtgxHR0f1Kug3btxg0KBBtG3blqpVq2Jqasr+/fsJDQ3V+RgyFXNzc6pVq8aWLVuoUqUKdnZ2ODs7qxevKyxsba2ZOPFtPvvsJ/r2nUjv3m1JS0tn+fLNgAGTJw9V5z137goDB35Kt24tmTHjA3V69+6t2LBhL8uWbSY+Pglf31oEB19nxYot1KvnQefOzTWOOX68P0eP/sfEiXO4cOEqzs6O7N59nL17TzJyZG8qViz6c+OzI+1RsEh7FDxx8anM/PEQX37akoBFbxGw7gKmJkb49/ZEqYTp3x1U5/V0d+SvX7uzbtMlPv58lzrd2sqUgX2yguQS1lkjtmq4lWbku74AXA65z56DN9T5v1twlIb1KvDdl354e57jxq0Y6vmUp2MbNy4G32NpQPEdJiufkYIlLj6VGT/sZ/qUNqxe0pcVa89hamrEoD7eKJXw5ey96rxetcqx8vferNkYxMTPtqnTS1ibMrBPHQBsSmR9PmoqHBg1JGs16EshUew5cE3r2KpF0FauPfvKzq9oKbb9kuIlFdtA29zcnH79+nHkyBH27NnDo0ePcHZ25uOPP2bgwIF6O87kyZMxNjZmy5YtJCUl4e7uzsKFC/n2229faH9169Zl1apV/PTTT6xYsYKEhATKlCmDh4cHb7311gvX09DQkJ9//pmvv/6aTZs2YWBgQMuWLZk4caI6IFZxcXFh7dq1LFiwgA0bNhATE0PJkiWpXr06Y8eO1dr35MmT2b59O/PnzyctLY2WLVsyZcoUrZXILSws+PXXX5k9ezYWFhY0a9aMCRMmqOedly1blk6dOnH06FF1HStXrsz06dNzPffp06fz1VdfMWPGDNLS0ujWrVuhC7QB+vRph52dDYsWrePbb5dgYmKCr29Nxo3zp3p17cXknmVkZMRvv33GggUBbN16kH//PUCZMiV5++1ujBrVByMjzUVZnJwcCAj4lu+/X0ZAwDaSklKoXLk8X3wxit6922ZzlOJD2qNgkfYoeALWXSAmNoUh/nWY+H5D0tMzCTxzlzk/HSX46oNcy9vamPHBe29opHnUdMSjZtaTQtZtuqQRaN97kETPt1czdkR9Ovm5YWtrTtS9RBYtP8P8hcdJSdW9MFdxIZ+RgmXl2nPExKYwdGBdJo1tSvqjDE6eDuO7BQe5fCX3R5/ZlDDnw1GNNdI8apbFo2bW1Iw1G4O0Au3S9pa0bOrK5ZB76uHrQohXw0D5vCtyCZFH69at45NPPmHVqlXUrl07v6ujF0FBQbi7m+aeUbwWQUFp0h4FjLRJwRIUlEa3wXtzzyhei/V/tJDPRwESFJRGZ/9tuWcUr821MxPyuwpaytb8JL+r8NIiLn6T31UolmQshBBCCCGEEEIIoUfFdui4EEIIIYQQQuREnqMtXpS8c4QQQgghhBBCCD2SHm3xynTv3p3u3bvndzWEEEIIIYQQ4rWSHm0hhBBCCCGEEEKPpEdbCCGEEEIIIXSQOdriRck7RwghhBBCCCGE0CMJtIUQQgghhBBCCD2SoeNCCCGEEEIIoYOB9EuKFyTvHCGEEEIIIYQQQo8k0BZCCCGEEEIIIfRIAm0hhBBCCCGEEEKPZI62EEIIIYQQQuggj/cSL8pAqVQq87sSQhQWQUFB+V0FIYQQQogiyd3dPb+roMXZ4/P8rsJLu3P+s/yuQrEkPdpCPKcu313M7yqIx/75sCaOVa/ldzXEUyKvuuDubprf1RCPBQWlSXsUIEFBaYy9HZvf1RCPza1gSzm5hhQwBS/QFuJFyVgIIYQQQgghhBBCj6RHWwghhBBCCCF0MDAwyO8qiEJKerSFEEIIIYQQQgg9kkBbCCGEEEIIIYTQIwm0hRBCCCGEEEIIPZI52kIIIYQQQgihgzxHW7woeecIIYQQQgghhBB6JIG2EEIIIYQQQgihRxJoCyGEEEIIIYQQeiRztIUQQgghhBBCBwPplxQvSN45okCaN28eCoWCe/fu5ZrX398ff3//11ArIYQQQgghhMid9GgLUci08SnPsHbVUTjbkv4ok5Mh9/hu7XlCwuJyLVulbAl6N61CzYolqVnJjpLWZqw6cI1PlwTm6dgDWlblc/86ADQav4mIh8kvdS5Fwf5d5/nrj31cuxKOsYkxXnWqMHxMO1yqlc1T+ZTkNJb8uovd2//jwb04SpWxoVXb2gwe1gpzC1ONvH8vP8ihfRe4eeMe8bFJWFqZ4VyxNJ2616dtJx+MjOTe6Y4dR/j993WEhNzAxMQYH59ajB8/EDe3Snkqn5ycwoIFAWzZcpCoqGgcHOzp0KEpI0f2xsLCXCt/WFgUc+b8yeHD/5GUlEKVKuUZMKADPXv66fvUCi1pk4KlsaM9vV2cqWJtySOlkvPRcSwKucmNhKQ8lTczNMS/agValCuNvbkp0Slp7Am/z/Krt0nNzNTK397ZkY4Vy1LJ2oIMpZIrsYmsuHaHU/dj9HxmhdO+x9eQ0CvhmDx1DXF9jmvI4l93seupa0jrtrV5+5lrSGpqOtv/Pc3Rg5e5EnKX+/fisLOzwrVaOfoNaoZPvaqv6hSFKLYk0BaiEOnZpAoz3qlL8J0YZq0+h5mJEQPfrMrfk9+k19d7CLkTm2P5Oq6lGNquOreiEjh/PZqmHuXyfOxy9pZ89JYHCcnpWFuYvOypFAmb151gxuercalalvfGdSA1LZ21Kw8zYtB8fv5zFK7Vcn59MzIymTB6Ef8FXsOvYx1q+7hwNTiclX/u51LQbb7/dSiGhk+C54tBtyjjaEv9Rgps7axISkzl8IGLfPPZ35w+cZX/fd33VZ9ygbZ69Q6mTJmHm1slJkwYTGpqGsuXb6ZPn49YuXIWCkXlHMtnZGQwbNjnnDgRRJcuLahbtxaXL99g0aJ1nDsXwpIlX2q0R0TEfXr3nkB8fCKDBnXB2dmR3buPMWXKfCIjoxk9uni3B0ibFDTtnB2Y4FGNa/GJLAy+gamRId0qlePHNzwYe/Q813MJtg2Br31rUruULTvCojgfHYdLCUt6VylPdVtrJp68gPKp/O/XdKFLpXJciU1gScgtAFo5lWGGb02m/xfCvoj7r+5kC4FN607wzeNryMhxHUhLS2f1ysMMHzSfX/N4Dflw9CLOBF6j7VPXkBV/7udi0G3mPnUNCb/7kBmfr8HdqxLtOvng6GhHZGQM/6w5zpihvzJyXHsGvN3idZx2oSOP9xIvSgJtIQoJG0sTJvfxIjw6iV7T95CQ8giAf0/cZvt0P6b2q82AWftz3Mfu/+7iPWo9cUnplC9lyYHZHfN8/OmDfLgWEU9oeBzdGlZ+mVMpEuLikpj33SYcHG35+c9RWFln9ay1bOOFf7fZzJ35Dz/+PiLHfWzdGMh/gdd4q28jxk3qqk4v61SSBXM2s/3f07Tr5KtOnzajv9Y+eg1owoRRi9j+72mGjmlL2XIl9XOChUxsbAIzZiyibNnSrFw5C2trSwDatWtMhw6jmD59IUuXTs9xH+vX7+HEiSD8/TsyZcpwdXr58g7MnLmYjRv30bVrS3X6nDlLuXfvIfPmfUKbNg0B6NXLjxEjvuTnn1fRpUsLKlTIW69UUSRtUrBYGxsxonoVopJTGXvsPEmPMgDYH36fxU3qMKpmFSacuJDjPto4O1C7lC3rbtxlwaXr6vTI5FRG1KhCK6cy7LybNeXLpYQlXSqV41p8IqOOniNDmRWCr78Zzi+NvHi/lgvH7z0kOSPjFZ1xwRYXl8SPj68hvz5zDenfbTbfz/yH+Xm4hpx5fA0Z/8w1ZP4z15CSJa1YEjAWRQ1njX106dGAAT2+Y+GC7XTuUR8bG0v9nqgQxZjcoilCgoODUSgUbN++XZ127do1FAoFbdq00cj70Ucf0aKF5p3L7du30717dzw9Palfvz7jx4/n7t27GnkmTZqEh4cHkZGRjBw5Em9vbxo0aMDMmTPJyMPFMjAwkHHjxtGiRQvc3d1p3LgxU6ZMISYmRmf+2NhYPvzwQ3x8fKhbty5Tp04lMTEx1+MolUqWLVtGp06d8PDw4I033uDTTz8lOjo617IFVWvv8pSwNGXVgWvqIBsgPDqJbYF3eKOGI+XsLXLcR0xiGnFJ6c997G4NK9GoliOT/wgkM1OZe4Fi4NDeCyQmpNCxez31DySAsuVK0ry1B6dPhhIZEZPjPrZtPgVAn4HNNNK7926ImbkJ2zadylNdyjplBdcJ8cV3KP/u3cdISEiiZ8826oAOwMnJAT+/hhw/fo7w8JzXfPjnnz0AvP12N430fv3aY25uyoYNe9RpyckpbN9+GGdnR3VAp/L221159CiDTZtyvvFV1EmbFCyNHEthbWLMljuR6iAbIColjQMR9/EuZUcZc9Mc9gCtnRwAWH1d87fBP7ciSMnIoHV5B3Wadyk7AHbfvacOsgEylEr23L2HrakJjRztX/a0Cq2Dj68hnXRcQ1rk8Rqy9fE1pO8z15Aej68hW5+6htjaWWkF2QCly9jg7eNCenoGt27kvi6OECLvJNAuQtzc3LC1teXkyZPqtMDAQAwNDbl58yZRUVHq9FOnTuHr+6Sn7J9//uH9998HYPz48fTp04e9e/fSt29freBUqVQyZMgQ7OzsmDhxIvXq1WPx4sWsWrUq1zpu27aN+Ph4evXqxdSpU/Hz82Pjxo0MHz4cpVI7gPvggw+IjY1l/Pjx+Pn5sWrVKsaNG5frcT777DNmzJiBp6cnkydPplevXmzfvp1BgwaRmpqaa/mCyMsl6wfJ6SsPtLadvpqV5lFF/z9aStmYMblvbZbsCOHirRi977+wung+axikh1dlrW3uj9MuB93OtrxSqeRy0G1Kl7FRB8oqZuYmVFM4cfnCHZ1l4+KSiHmYyK0b91iz4hBbNpzEydmeylUcX+xkioCzZ0MA8PaurrXN27sGAOfPX8m2vFKp5Pz5Kzg42FP+qWABwNzcjBo1XDTKh4TcJCUljdq1dR2vOgYGBpw7F/JC51JUSJsULNXtrAG4+FB7PY8LMfEAKGytc9yHwtaa+ympRKVoXkfTMjMJjUvUKG9iaABAaob2vG1VWg27Es9xBkVLXq4hl3K5hlx6fA0pl8015FI215Bn3YvKmnZmb19820OIV0GGjhchBgYG1KlTh8DAJwtbBQYG0rRpU06cOEFgYCDt27cnPDycsLAwRozIGpKUnp7OrFmzcHV1ZcWKFZibZ91ZbdiwIQMHDmThwoV8/PHH6n2mp6fj5+fH6NGjAejbty/dunVjzZo19OvXL8c6fvjhh1hYaPa61q5dmwkTJmgF/wCOjo4sXLgQA4OsC3aZMmX46aefOHLkCA0bavZYqJw+fZpVq1Yxc+ZMunbtqk5v0qQJ/fv3Z8OGDfTu3TvHehZEZe2zeoQiHmrPoVOllSup/yFf0wbUIT4pnR825DyksLiJisz6YVLG0VZrm8PjNFUeXeJik0hJSadKVd3DWMs42hJ09iaJCSkavR0A7/T+gYi7D4Gsz71v/ap8OLk7xiZGL3QuRUFkZNZcz7JlS2ttU6VF5DAfNCYmnuTkVKpV071Al6NjKc6cuUxCQhLW1pbqfek6nqmpCSVL2qjrVFxJmxQsZczNALiXkqa1TZWmyqOLjYkxFsZG2S6adi8ljVolbbA0NiLpUQY3H+fzLmXL+pvhGnlrl8r6jnTI4XhFner64PCS1xCXbK4hDjlcQ552aN9FLgbdxtvXBSfn4jvCICcyR1u8KHnnFDE+Pj4EBwcTH591dzowMJAGDRrg5eWl7ulWBeI+Pj4ABAUFcf/+ffr27asOsgHq169PrVq12Ldvn9ZxevXqpXXcO3dyv3OqCrKVSiUJCQlER0fj7e0NwIUL2oHcgAED1EE2oH6M1969e7M9xtatW7G0tKRJkyZER0er/1xcXChdujTHjx/PtZ4FkYVpVhCV9khH70B6Vpq5qX4DrTZ1ytO+bgX+t/QUKWnFcx5ddlJTsobgm5hq3680Nc1aLC5Fxw9alZTH5U11lH86Xdc+pn7dl+9/GcrkL3vTpEUt0h9lkJCQ8nwnUMQkJ2f1sKle+6c9aY/sR7OotukqD2BmZqpxnCfH091+ZmYm6jzFlbRJwWL2eFGsdB0rg6c97mE2y+HJBaptuspDVq/208c5fu8h1+ITaeRYimGKSlS0sqCilQVDFZWoW6Zkrscr6lL0dA3RVT5rH9lfQ1Suh0by5ZQASthY8OnnvbLNJ4R4MdKjXcT4+vqSmZnJqVOnUCgUhIWF4evrS2JionrudmBgIKVKlcLV1RVAPQ+7SpUqWvtzdXXVmPMNYGJigoOD5jA+W1tbYmNzXvEaIDw8nFmzZrF//36tudaqmwNPq1RJsyfD3t4eW1tbwsLCsj3GjRs3SEpKyrbH+8ED7aHXhUHy40DX1Fj7h4mZSVaaPoPhEhYmTBtQhw1Hb3LoQqTe9ltUmJln/RBKT3uktS0tLesHkHkO8x3NH5dP01H+6XRd+/D0fvJZbdfZl++/2cDot3/iz7UfUt65VB7PoGixsMjqGVO99k970h7Z956ptukqD5CamqZxnCfH091+qanplCxpk5eqF1nSJgWL6tFbJoba1xDTxwGvrmHe6vIZ2ZcHMH2crjpOphI+CbzIRx5V6e3iTG+XrPnBYYnJzL0Qykce1TTmihc35nq6hugqn7WP7K8hADdvRPH+sF/JVCr5/qchxfbaIcSrJIF2EePu7o65uTknT54kLi4OKysratasSWJiIvPnzycmJoZTp06pe7NfxNM9zM8jIyODd955h+joaIYPH46rqysWFhZkZmYyZMgQnXO0X0RmZiZ2dnZ8//33Orfb2BTOH1oR0VnD8MqWtCQ0XPOmRNnHQ8bDdQwrf1HjutXCxtKE5buvUsnhybw7q8cX9/KlrTAzMeJmVILejlmYqIb23YuMpbKL5tzonIYEqtjYWmJubsK9bIYG3ouMxcraPMchfyrtOvuwNuAw2zad4t332uSavyhydHwyFNnVtYLGtpyGFKvY2ZXAwsIs26HMkZEPsLa2VC/qldPQ57S0dB4+jMPLS/H8J1KESJsULPcejxAoY27KrUTNhRNVi6Ddy2GEQVz6I5IfZWS7YFoZc1MS0h9pBM/3U9L4+ORFSpuZUs7SnMRHj7gWn0S9xz3at/L47O6i6Onh4S9zDclueHlUDteQ66GRvD/sV9JSHzH3l6HU9Kj4oqchhMhB8R2zU0SZmJjg5eVFYGAggYGBeHt7Y2RkRO3atTE2Nmb37t1cvXpVYy60k5MTANevX9fa37Vr1yhfvrxe6hYSEsK1a9eYNGkSw4cPp1WrVjRq1IgKFSpkW+bmzZsa/46OjiY2NjbHOlWsWJG4uDi8vLxo2LCh1p+7u7tezud1O3s9a1E676rad529XbPSzl/X36rq5UtZYWFmzJopb7JnZnv1X1vfrF6Jvz9tyZ6Z7XX2sBcHNdyzfpgEnb2pte3C47Tq7tm/tw0MDKheqwL378Wp51urpKakcyX4LtVraa8Qq0tqalbvR3xc8V113NPTDYAzZy5rbfvvv6w0D49q2ZY3MDDA3b0qUVHRhIVFaWxLSUnl0qVrGuXd3CphZmaq3vezx1Mqleo6FVfSJgXL5Zism6I1dfTq13y8KFlwbM43TkPiEihtbqY1t9rU0BBXG6tsy99PTeP8wziuxWcF1vUfB9rH7z3Umb84yOkaokqrkcdrSHg215AaOq4hoVciGD3kF9LTM/hx4TAJsvPAAMNC/yfyh7zyRZCvry8XLlzgyJEj1K1bFwBzc3Pc3d1ZuHAhSqVSnQ5ZveClS5dm1apVGityBwYGEhQURPPmzfVSL8PHw8qe7blevHhxtmWWL1+ukX/ZsmUAOdapffv2ZGZmsmDBAq1tGRkZeRriXhDtPB1GfHI6fZq5YG3+ZDBKOXtL2tV15tilKMKjswItc1MjXMqWoIxt7r2h2fl1y2VGLTii9XfsUtYP3sl/BDJqwRHScxhqWJQ1aVkLSyszNq07TuJT86Mjwh+yd+c5vH1dcSxrB0BKcho3r0dx/57mar9+HesAELBU85FD6/8+QmpKOm07Phl5kpyURlKSdm+TUqlk9V+HAHD31L1oVHHQqlUDrKwsWL16BwlP9ZLdvRvFtm2HqVfPg3LlygBZj4EKDb1NVJTmjakuXbIeebhkyXqN9JUrt5KSkqbeDmBhYU6bNg25cyeSHTuOaORfvHgDxsZGdOzYVK/nWNhImxQshyMfkPjoEe2dHbE0frKeh4O5Kc3Klua/B7HqRdHMDA2pYGWBvZnm/PhdYVmPf+pZxUkjvXPFspgbGbHrruYNEV0Utta0d3bkzIMY9WrnxVHTx9eQjdlcQ+o8cw25oeMa0vbxNWTlM9eQdTquIQBXQ+4yZugvKJVK5i0crvNxX0II/ZGh40WQr68vCxYs4Pbt2xo9176+vixcuBBra2uqV3/y+BMTExM++ugjPv74Y/r160fnzp2Jjo5m2bJlODo6MnToUL3Uy8XFhcqVKzNz5kwiIiKwtbXl4MGDREREZFsmMjKSoUOH0qJFCy5fvszff/9N48aNadSoUbZl6tatS//+/Vm0aBHBwcE0adIEExMTbt26xfbt23n//ffp3r27Xs7pdYpLSmfm32f5apAvf09uycp91zA1NmRgq2oolfDlyjPqvF5V7FkxqQVrD11n4qInj3uztjBhUKuqANhYZg3/q1nBjlGdsh61c+lWDHvOZq0OeyZU91z2ll7lANh3LpyIh8W3B9XGxpKRH3Rg9lfreG/QArq81YC0tEesDTgMBga8P7GzOu/FoNu8P+QX2nX2YfKXfdTp7bvUZdumU6xZeZiEhBRq13Hhashd1v99FG9fV9p0qKPOe+fWPUa/+wvN3vSgYuUy2NlZcf9eLHt3niP0SgT1Gylo6ef5Wl+DgsTW1pqJE9/ms89+om/fifTu3Za0tHSWL98MGDB58pPvsXPnrjBw4Kd069aSGTM+UKd3796KDRv2smzZZuLjk/D1rUVw8HVWrNhCvXoedO7cXOOY48f7c/Tof0ycOIcLF67i7OzI7t3H2bv3JCNH9qZixXKv6ewLJmmTgiXhUQa/Xb7BB+5VmdvAg823IjA1NKRrpXIogQWXrqnzVrezZk59D7bfiWTW+avq9G13ImldvgzdKzthbWzMuYexuJSwokvFcvz3IFYdiKuMrFEFWxNjQuISSXr0CDdba/zKOxCVksqMs9k/2q04sLGxZPQHHZj11TqGD1pA18fXkDUBhzEwMGDsM9eQ0UN+oX1nH6Y8dQ3p0KUuWx9fQxIfX0OuPL6G1PF1xe+pa0hE+EPGDP2V2Jgk/N9pQeiVcEKvaK4GX+8NN+xLySO+hNAXCbSLINUwcSMjIzw9n/zwVgXaderUUfcuq3Tt2hULCwt+/fVXZs+ejYWFBc2aNWPChAnY2+vncQ8mJib8/PPPTJ8+nUWLFmFkZESTJk34/fffsw2c58yZwy+//MKcOXMwMDCgZ8+eTJo0KddjTZ06lZo1axIQEMD333+PkZERTk5OtGvXjgYNGujlfPLDyn3XeJiQxtC2Cj7u6Ul6RiYnQ+7z3drzBN/Jvafe1tKE8d09NNI8qtirn7+99tB1daAtcte15xvY2lmx4o99/PTDv5iYGOHpXYVhY9pS1c0p1/JGRoZ8u+Bd/vh1J7u3n2XX1v8oVaYEvf2b8vbw1hg9tSJvGUc72nb04dyZ6xzcG0RSYipW1ua4VCvLR//rQcdu9bQ+18VNnz7tsLOzYdGidXz77RJMTEzw9a3JuHH+VK+uvdjjs4yMjPjtt89YsCCArVsP8u+/ByhTpiRvv92NUaP6YGSkuaq/k5MDAQHf8v33ywgI2EZSUgqVK5fniy9G0bt321d1moWKtEnBsvl2JHHpj+hVpTzDqlfmUaaS8w/jWBxyUz2sOyeZZC1wNrBqBZqXK00Lp9JEp6ax+kYYy67e5tnxTSGxCXSrVI76DvaYGRoSkZzCmut3CbgeVqwXQlPp2vMNbB5fQxY8voZ4eVdh+HNcQ75b8C5Lft3Jru1n2fn4GtLHvynvPHMNuXsnmtiYrDZetlj3k1vm/z5CAm0h9MhAqa8VqIQoBoKCgujy3cX8roZ47J8Pa+JY9VruGcVrE3nVBXf37FfKFa9XUFCatEcBEhSUxtjbhXP6UlE0t4It5eQaUqCUMu+ce6bXzKXOnPyuwku7dnp8flehWCre3R9CCCGEEEIIIYSeSaAthBBCCCGEEELokQTaQgghhBBCCCGEHsliaEIIIYQQQgihg4GB9EuKFyPvHCGEEEIIIYQQQo8k0BZCCCGEEEIIIfRIho4LIYQQQgghhA4GBgb5XQVRSEmPthBCCCGEEEIIoUcSaAshhBBCCCGEEHokgbYQQgghhBBCCKFHMkdbCCGEEEIIIXQwkH5J8YLknSOEEEIIIYQQQuiRBNpCCCGEEEIIIYQeSaAthBBCCCGEEELokYFSqVTmdyWEKCyCgoLyuwpCCCGEEEWSu7t7fldBi1vdBfldhZcWcnJUflehWJLF0IR4TgPPPczvKojHlnqWxLV6XH5XQzwl9LIN7u6m+V0N8VhQUJq0RwESFJRGosPN/K6GeMwqqhLlql7L72oIDQUv0BbiRcnQcSGEEEIIIYQQQo8k0BZCCCGEEEIIIfRIho4LIYQQQgghhC4GBvldA1FISY+2EEIIIYQQQgihRxJoCyGEEEIIIYQQeiSBthBCCCGEEEIIoUcyR1sIIYQQQgghdJFuSfGC5K0jhBBCCCGEEELokQTaQgghhBBCCCGEHsnQcSGEEEIIIYTQRR7vJV6Q9GgXcvPmzUOhUHDv3r1c8/r7++Pv7/8aaqUtOjqacePGUb9+fRQKBX/88QcAt2/fZsiQIfj6+qJQKNi1a9crrcekSZNo2bLlKz2GEEIIIYQQoniTHm3xWnz33Xfs3buXUaNG4ejoiLu7OwD/+9//CA4O5v3338fW1ladLrLX0rkUg2o6U9XOivTMTM5ExTH/7A1CY5NyLVuphAXdXMuisLdCUdIaOzMT1l+N4MsTV7ItU87SjNG1K9OgbEksjA25GZ/MqpC7bAiN1OdpFVq7dwbyx+KtXLlyBxMTY+rUcWPMuB5Ureacp/LJyan89vNGtm09zv17sZQuY0u79vUZOqIzFhZmGnmPHrnAnl2nuHzpJldC7pCSksb0GUPp0Knhqzi1QmnHjiP8/vs6QkJuYGJijI9PLcaPH4ibW6U8lU9OTmHBggC2bDlIVFQ0Dg72dOjQlJEje2NhYa6VPywsijlz/uTw4f9ISkqhSpXyDBjQgZ49/fR9aoWWtEnBcnL/Obas2MPtaxEYGxuh8HKh57D2OLuUy1P51JQ0Nvyxg+O7zxDzIA67UjY0eNObLoPbYGZuqpH3t+krObTtpM79tOvTnL6jOr/0+RR2+3ad568/9hF6JRwTE2O86lRh+Jh2uFYrm6fyKclpLP51F7u2/8eDe3GUKmND67a1eXtYK8wtnrRHamo62/89zdGDl7kScpf79+Kws7PCtVo5+g1qhk+9qq/qFIUotiTQFq/FiRMnaNy4McOGDVOnZWZmEhgYSL9+/Rg4cGA+1q7w6OLiyGcN3LgSk8iP/13H1NCQPgonlrTx4p0dZ7maS7DtWboEA2s6cychmYsP4mnoZJ9jfgcLU/7wq421iRErg8MIS0ilubM9U+u74WBhxm9Bt/R5eoXO+rUH+HzqEqpWK8+4D3qSmpZOwF+7GdR/On8s/5RqbhVyLJ+Rkcno977n1MlgOnZuSB0fN0KCb/Pnkm0Enb/OL79PwNDwycCjLZuPsvXfY7i4OFG1mjNB56+96lMsVFav3sGUKfNwc6vEhAmDSU1NY/nyzfTp8xErV85CoaicY/mMjAyGDfucEyeC6NKlBXXr1uLy5RssWrSOc+dCWLLkS432iIi4T+/eE4iPT2TQoC44Ozuye/cxpkyZT2RkNKNH933FZ1zwSZsULPs3H2PRzL9xdilL7xEdSE97xM61h/jivR/5309jqODqlGP5zIxMvvtoIZf/C6WRny8KLxduXb3LloB9XLt0m4nfD9doD5XhU/pppZWvnLdAsijbtO4E33y+GpeqZRk5rgNpaemsXnmY4YPm8+ufo3CtlvPNj4yMTD4cvYgzgddo27EOtX1cuBoczoo/93Mx6DZzfx2qbo/wuw+Z8fka3L0q0a6TD46OdkRGxvDPmuOMGforI8e1Z8DbLV7HaQtRbEigLV6LBw8eUKJECY20uLg40tPTtdJfRlJSEpaWlnrbX0FSwsSY8XVciEhM5Z0dZ0l8lAHAzlv3WdPBh498XBm+53yO+zgQFk2z1UeJT39EOSsz/u1SL8f8o2tXpoyFKRMOXGTPnQcArA+N4PumNXnXvQL/Xo8iLDFFPydYyMTFJvLdrAAcy5bkj+WTsba2AKCNXz26d57MrG9WsHDJxznuY9M/hzh1Mpi+/Vvx8af91elO5Usz59tV/LvpKJ26NFKnjx7bgymfDcLMzIR/1h+SQPspsbEJzJixiLJlS7Ny5SysrbO+B9q1a0yHDqOYPn0hS5dOz3Ef69fv4cSJIPz9OzJlynB1evnyDsycuZiNG/fRteuTqSdz5izl3r2HzJv3CW3aZI0q6NXLjxEjvuTnn1fRpUsLKlQovsGEtEnBkhifxIr5G7F3sON/P72PhVXWaIB6LWvzif9Mlv+4gU/mjsxxHwe3neTyf6G07tEY/3Hd1ellytmzcsFGjuw4ReO2dbXKNfLz1e/JFAFxcUn8+N0mHBxt+fXPUVhZZ7VHyzZe9O82m+9n/sP830fkuI+tGwM5E3iNt/o2Yvykrur0sk4lmT9nM9v/PU27TlmvfcmSViwJGIuihuZoqy49GjCgx3csXLCdzj3qY2NTNH9DvRSZoy1eULGcox0cHIxCoWD79u3qtGvXrqFQKGjTpo1G3o8++ogWLTTv8G3fvp3u3bvj6elJ/fr1GT9+PHfv3tXIM2nSJDw8PIiMjGTkyJF4e3vToEEDZs6cSUZGRq51DAwMZNy4cbRo0QJ3d3caN27MlClTiImJ0Zk/NjaWDz/8EB8fH+rWrcvUqVNJTEzM9ThKpZJly5bRqVMnPDw8eOONN/j000+Jjo7OtWxYWBiff/457dq1w8vLC19fX4YPH05wcLA6z7p161AoFCQmJrJ+/XoUCgUKhYJ58+ZRv359AObPn49CodCYO3358mWGDh1KnTp1qF27Nv7+/gQGBmocX7Xvo0eP8tVXX9GwYUO8vb3V23ft2kXHjh3x8PCgY8eO7Ny5M9dzKsiaO9tTwtSYDaER6iAbICIplV2371O3rB2OlqY57AFi0x4Rn/4oT8czNzLkzQqluZOQrA6yVZZfDsPE0JC2lcs8/4kUEXv3nCEhIZluPZqqg2yAck6laNXGl5MnLhMR/iCHPcCmjUcA8B+sOaS1V5+WmJubsvnxdhVHx5KYmZno6QyKlt27j5GQkETPnm3UAR2Ak5MDfn4NOX78HOHhOa9l8c8/ewB4++1uGun9+rXH3NyUDRv2qNOSk1PYvv0wzs6O6oBO5e23u/LoUQabNu1/2dMq1KRNCpbTB4NITkyhWcf66iAboLRjSeo28+LS6as8iHyY4z4Ob8u6Drfr01wj/c1uDTE1M+HQtkAdpbJ+ayQnppCZkflyJ1GEHNx7gcSEFDp1r6cOsgHKlitJi9YenD4ZSmRETI772Lr5FAB9BzbTSO/RuyFm5iZs3XRKnWZrZ6UVZAOULmODt48L6ekZ3LqR+3o/Qoi8K5Y92m5ubtja2nLy5En8/LJ+4AYGBmJoaMjNmzeJiorCwcEBgFOnTuHr++RO7D///MPEiROpVasW48eP5+HDhyxdupRTp06xfv167O2fDMVVKpUMGTIEDw8PJk6cyNGjR1m8eDEVKlSgXz/tYVRP27ZtG/Hx8fTq1YtSpUoRHBzM6tWruXLlCgEBARg8c3ftgw8+wNHRkfHjx3Pp0iVWrVpFeHg4CxcuzPE4n332GWvXrqVr167079+f8PBwli9fzvnz51mzZg1mZmbZlj1//jyBgYH4+fnh5OREVFQUAQEB+Pv7s3nzZhwcHKhbty6zZs1iypQpeHp60qtXLwAUCgWlS5dm2rRptG7dmtatW2NlZQVAaGgo/fr1w9LSknfffRczMzNWr17N4MGDWbJkCXXrat4t/+qrr7CxsWHEiBHEx8cDcOjQIcaMGYOrqyvjx48nNjaWTz/9FEdHxxxfj4LMvbQNAGfvx2ltO3cvjs4ujtSyL0FkUs7BXV5VtbPCwtiIc/fjtY93P45MpRL3UvobjVDYqHqTvWpX09rmVbsqm/45zIWg65QtV0pneaVSyYWg65RxsMPJqbTGNnNzU9yqV+BC0HX9V7yIOns2BABv7+pa27y9a7B+/R7On79CuXK6bw4plUrOn7+Cg4M95cs7aGwzNzejRg0Xzp9/spZBSMhNUlLSqF1b1/GqY2BgwLlzIS9zSoWetEnBEnoxa6pPNffKWtuqeVTm0LaTXLt8m1KOJXWWVyqVXLt8m5KlbShdVnPakamZKRWrlef65ds6y45oN5nkxBQMjQyponCmQ/+W+Db1fLkTKuQuns9qDw+vylrb3L0qs2XjKS4F3caxrJ3O8kqlkktBtyldxoZyTpptZmZuQjWFE5cu3MlTXe5FxQJgb198r+lCvArFMtA2MDCgTp06Gj2kgYGBNG3alBMnThAYGEj79u0JDw8nLCyMESOyhu6kp6cza9YsXF1dWbFiBebmWXcgGzZsyMCBA1m4cCEff/xkqGh6ejp+fn6MHj0agL59+9KtWzfWrFmTa6D94YcfYmFhoZFWu3ZtJkyYoBX8Azg6OrJw4UJ1AF6mTBl++uknjhw5QsOGuhdKOn36NKtWrWLmzJl07dpVnd6kSRP69+/Phg0b6N27d7Z1bN68OW3bttVI69KlC+3bt2fNmjWMHDmSChUqUKFCBaZNm0aFChXo0qWLOq+DgwPTpk1DoVBopH///fekpaWxbt06KleuDED37t1p164d33zzDevWrdM4pqWlJcuWLcPY+Mnbefbs2ZQqVYqVK1eqh6bXr1+fwYMHU758+WzPqSBT9VZHJaVqbYtMzkpzsMz+xsjzcsjheOmZSmJS0/V6vMImMiJr1Iejjh+ljmWz0iJz6B2KjU0kJTmNqlV1L5rm6GjPuf9CSUhI1ugxF7pFRt4HoGzZ0lrbVGkREfezLR8TE09ycirVquleoMvRsRRnzlwmISEJa2tL9b50Hc/U1ISSJW3UdSqupE0Kluh7MQCULGOntc2+jC0ADx/n0SUhLom0lDScq+geem9fxparQTdITkxR95jb2lvTukdjqlSvgKW1BRG377Fz7SF+nPwHvd/rSId+xfcpIFGRWcGtg6Ot1jZVmiqPLnGxSaSkpONSVXd7ODjaEnT2JokJKRo95s86tO8iF4Nu4+3rgpNzzuu2CCGeT7EcOg7g4+NDcHCwugc0MDCQBg0a4OXlxcmTJ9VpqrwAQUFB3L9/n759+6qDbMgK4GrVqsW+ffu0jqPqwX36uHfu5H6HURVkK5VKEhISiI6OVg+LvnDhglb+AQMGaPRyqx7jtXfv3myPsXXrViwtLWnSpAnR0dHqPxcXF0qXLs3x48dzrOPTr0FycjIPHz7EysqKKlWq6KxjXmRkZHDo0CFatGihDrIB7O3t6d69OxcuXOD+fc0fSr169dIIsqOiorh06RKdO3fWmP/9xhtvUK2adu9jYWFuZARAWoZSa1va4+F45sb6+0hb5HA8gNSMTMyNiu1XCCkpaQCYmmrfrzQzzRrenZKcln35xzdHdJUH1EPEc9qHeCJZ/XpqD61XpaWkaN80UlFt01UewMzMVOM4yXloP1We4krapGBJS0kHwETH62Py+DVOfZxHd/m0bMtr7uPJd1bv9zrhP647jdvWpU5jd9r3bcE3Syfi6FyaNQu35jpUvShLyaE9nnw+criG5FA+ax/Gue7jemgkX04JoISNBZ9+3ivbfMWeYRH4E/miWPZoA/j6+pKZmcmpU6dQKBSEhYXh6+tLYmKieu52YGAgpUqVwtXVFUA9D7tKlSpa+3N1ddWY8w1gYmKiHoKuYmtrS2xs9ncoVcLDw5k1axb79+/XmmutujnwtEqVNO/429vbY2trS1hYWLbHuHHjBklJSdn2eD94kPMQ5NTUVObOncvGjRu1nuNtZ2eXY9nsREdHk5ycrPM1dnFxAbLmhpcu/aTHokIFzZWdVe30dKCuUrlyZS5evPhCdctvKY/n9psaaS/KYfo44E15pL/5b8k5HA/AzMiQmNS8zfcuiswfP8YmLU37NUhNy/oB9PSjVbTKP350l67ykPUoltz2IZ6wUL+e2oGCKs3cPPsRGKptusoDpKamaRzHIg/tV7KkTV6qXmRJmxQspuZZwVu6jtcn/fFrbGae/RoQpo+/83SV19xHzt9Z5pZmtOvdnD++W8P5E8E079Qg98oXQeY5tMeTz0cO15Acymft41GO+7h5I4r3h/1KplLJ9z8Nobyz7mlOQogXV2wDbXd3d8zNzTl58iRxcXFYWVlRs2ZNEhMTmT9/PjExMZw6dUrdm/0inp1HnVcZGRm88847REdHM3z4cFxdXbGwsCAzM5MhQ4agVOruYXxemZmZ2NnZ8f333+vcbmOT8w+SL7/8krVr1zJgwAC8vb2xsbHB0NCQr7/+Wm91zIune9aLssikrB+VDpZmXI9L1tjm+PgHpq5h3i8q6qnjPcvE0AA7MxPO65i/XVw4Pp6jGBn5EJdnHokTGZHVS6NrWLmKra0V5hamREbqXngwMjIaa2sLGTaeR46OT4Yiu7pq3nzLaUixip1dCSwszLIdyhwZ+QBra0v1ol45DX1OS0vn4cM4vLwUz38iRYi0ScFi/3jI+MN7MZSvrLleSfS9rA4AXcPKVaxtLDE1N812eHn0vVgsrMw1FlrLTulyWd+fcQ8Tcq94EfX08PDKLprtkdOwchUbW0vMzU2yHV4eFRmLlbW5zmHj10MjeX/Yr6SlPmLuL0Op6VHxRU9DCJGDYjuYwMTEBC8vLwIDAwkMDMTb2xsjIyNq166NsbExu3fv5urVqxpzoZ2csn5MX7+uvUDRtWvX9Db3NyQkhGvXrjFp0iSGDx9Oq1ataNSokVbP7dNu3ryp8e/o6GhiY2NzrFPFihWJi4vDy8uLhg0bav25u7vnWM9t27bRtWtXJk+eTPv27WncuDENGzbMU499duzt7bGwsMj2NQZyfZ1V7XTjxg2tbbrSCosLD7KCWs/S2jdAPEtnDZG/EK2/wPdqTCIpjzLU+36aR2kbDA0MCHpQfAPtWh5Zoy7O/XdVa9u5s6FZedy1R2aoGBgYUKtWFe5FxXD3rmZgkJKSRsjl2zmWF5o8Pd0AOHPmsta2//7LSvPwyH7qiIGBAe7uVYmKiiYsLEpjW0pKKpcuXdMo7+ZWCTMzU/W+nz2eUqlU16m4kjYpWFxqZAVTV4NuaG1TpblUz/53hoGBAVUUzjy8H8f9CM0bhGmpady6EkaVHMo/LeJ21ig422K8oGYN96z2CDp7U2ubKq2Ge87tUb1WBe7fiyP8ruYQ/NSUdK4E36VGLe01QEKvRDB6yC+kp2fw48JhEmQL8QoV20AbsoaPX7hwgSNHjqhXsjY3N8fd3Z2FCxeiVCo1Vrh2d3endOnSrFq1itTUJz2HgYGBBAUF0bx5c73Uy9Awq1me7RVevHhxtmWWL1+ukX/ZsmUAOdapffv2ZGZmsmDBAq1tGRkZuQbMRkZGWnXcvHkzUVFR2ZTInZGREU2aNGHv3r3cunVLnR4TE8OGDRvUbZATBwcHatSowcaNGzWG2R89epQrV67kULJg23v7AQnpj+jmWhYrYyN1ellLM1pVLMPJyBh1r7e5kSGVbSwoncMwwNykZGSy5/YDnK0taPnMkDL/6uVJz8xk+83i+yiQli3rYGVlzrq1+0lIeDLCIPzuA3ZuP4lv3erqFceTk1O5fi2ce8/0BHXo9AYAy/7QnHayOmAvKSlp6u0id61aNcDKyoLVq3eQkJCkTr97N4pt2w5Tr56HenXr5OQUQkNvExWlGSx06ZL1KMclS9ZrpK9cuZWUlDT1dgALC3PatGnInTuR7Nih+Ri2xYs3YGxsRMeOTfV6joWNtEnB4tPUHXNLM/ZtPk5yYoo6/X7kQ07sO0sNb1f1iuOpKWncvRlJzDNPuVA9D3trwD6N9N3rj5CWmq7xvOzU5FTSUrWH/cc9TGDLyr2YmBrjWV97hfjiomnLWlhambFx3XESE560R0T4Q/buPEcdX1f1iuMpyWncuB7F/Xua7dG2Yx0AVi7VfGzdur+PkJqSTtuOmqMyr4bcZczQX1AqlcxbOFzn476ENqWBQaH/E/mj2A4dh6xAe8GCBdy+fVuj59rX15eFCxdibW1N9epPLgImJiZ89NFHfPzxx/Tr14/OnTsTHR3NsmXLcHR0ZOjQoXqpl4uLC5UrV2bmzJlERERga2vLwYMHiYiIyLZMZGQkQ4cOpUWLFly+fJm///6bxo0b06hRo2zL1K1bl/79+7No0SKCg4Np0qQJJiYm3Lp1i+3bt/P+++/TvXv3bMu3bNmSDRs2YG1tTbVq1bh06RJbt27Nsec9L8aNG8ehQ4fo168f/fr1w8zMjL///pv4+HgmTZqUp32MHz+e4cOH069fP7p3705cXBzLly+nWrVqJCUl5b6DAig+/RFzz1xncr1qLG7jxbqr4ZgYGtLHzQklSmafuqbOW6tUCRa28mTjtUimHXvyOBtrEyN6u2X1+Jd4vFCKoqQV79bKarMrMYkcCHvyQ3f+2RvUK2vHlw0V1LgcRlhiCs2dS9G0fCl+O3+LO0/9OChubGyt+GBCL776fCmDB0znrZ7NSUt/xMq/dmFgYMBHk/qq8wadv87Qt2fSqUsjvvx6iDq9S7cmbN54hJV/7SI+PgkfXwUhwbf5O2APvnWr06GT5voJIcG32b/3DACXL2XdiNq75wx3w7J6xJu18MZN8XKfv8LK1taaiRPf5rPPfqJv34n07t2WtLR0li/fDBgwefKT7+dz564wcOCndOvWkhkzPlCnd+/eig0b9rJs2Wbi45Pw9a1FcPB1VqzYQr16HnTu3FzjmOPH+3P06H9MnDiHCxeu4uzsyO7dx9m79yQjR/amYsVyr+nsCyZpk4LFqoQlfUZ24o/Za/hy5I+06PwGj9Iz2Ln2IAYY0P/9ruq81y7d4pv3f6Jx27oMm/zku6xp+3oc3h7IzrWHSEpMobqXC7eu3mX3hiPU8HalUZsngV3Enft8++Gv1GnsjqNzafWq4we2nCApPhn/D7pTsnT2Q6OLOhsbS0Z/0IFZX61j+KAFdH2rAWlpj1gTcBgDAwPGTuysznsx6Dajh/xC+84+TPmyjzq9Q5e6bN10ijUrD5OYkELtOi5cCbnL+r+PUsfXFb8OddR5I8IfMmbor8TGJOH/TgtCr4QTeiVco0713nDDvhiPMhBC34p1oK0aJm5kZISn55PnOaoC7Tp16qh7l1W6du2KhYUFv/76K7Nnz8bCwoJmzZoxYcIEjWdovwwTExN+/vlnpk+fzqJFi9S9vL///nu2gfOcOXP45ZdfmDNnDgYGBvTs2TNPQenUqVOpWbMmAQEBfP/99xgZGeHk5ES7du1o0CDnBUomT56MsbExW7ZsISkpST0S4Ntvv32h81ZxdXVl5cqVfPfdd+qRBe7u7nz11Vdaz9DOTtOmTZk7dy4//PADc+bMoWLFinz99dfs3r2bEydOvFT98tPaqxHEpD5iYI3yvF+7Co8ylZy5F8uCsze4EpP7DYQSpsaMeuaZnTVLlaDm4wvrxmuRGoF2RFIqg3f8x2ivynSvWg5LEyNuxSXz1fErrAvN/sZPcfFWrxbY2lrz55Jt/DBnNcYmRtSp48bosT3yFPAaGRky/+cP+PXnjezYdoJtW45Tpowd/oP8GP5eF4yeWdX90sWbLJin2bO3a0cgu3ZkPSHBwdG+2AbaAH36tMPOzoZFi9bx7bdLMDExwde3JuPG+VO9eu7D8I2MjPjtt89YsCCArVsP8u+/ByhTpiRvv92NUaP6YGRkpJHfycmBgIBv+f77ZQQEbCMpKYXKlcvzxRej6N27bTZHKV6kTQqWll0aYm1jxZaVe1n182aMTYxw83ThraHtqVjVKdfyhkaGfDhrKBv+2MHxPf9xbNcZ7ErZ0K53M7oOboPhU99ZtvYl8KhXnZBz1zmx9z9Sk9OwtrWiupcLfr2aUb2266s81UKha883sLGzYsUf+1jww7+YmBjh5V2F4WPaUtUt9/YwMjLkuwXvsuTXnezafpadW/+jVJkS9PFvyjvDW2tcQ+7eiSb28e+EZYt1P5Fm/u8jJNAWQo8MlK9z1SohCrmgoCAGniu+jyMpaJZ6lsS1elzuGcVrE3rZBnd3WSm9oAgKSpP2KECCgtJIdNCekyvyh1VUJcpVvZZ7RvHalDLvnHum16xak1/zuwov7crB4fldhWKpWPdoCyGEEEIIIUS2ZIqzeEHFejE0IYQQQgghhBBC3yTQFkIIIYQQQggh9EiGjgshhBBCCCGELoYydly8GOnRFkIIIYQQQggh9EgCbSGEEEIIIYQQQo8k0BZCCCGEEEIIIfRI5mgLIYQQQgghhC4GMkdbvBjp0RZCCCGEEEIIIfRIAm0hhBBCCCGEEEKPJNAWQgghhBBCCCH0SOZoCyGEEEIIIYQuMkVbvCDp0RZCCCGEEEIIIfRIAm0hhBBCCCGEEEKPZOi4EM9pqWfJ/K6CeEroZZv8roJ4RlBQWn5XQTxF2qNgsYqqlN9VEE8Jv+qS31UQTynlnt81EEJ/JNAW4jl1XHkrv6sgHtvctyKu1ePyuxriKaGXbej6+X/5XQ3x2IbPauPubprf1RCPBQWl0X7Pg/yuhnhsS8tS8vkQuTOUSdrixcjQcSGEEEIIIYQQQo8k0BZCCCGEEEIIIfRIAm0hhBBCCCGEEEKPZI62EEIIIYQQQuhiIHO0xYuRHm0hhBBCCCGEEEKPJNAWQgghhBBCCCH0SIaOCyGEEEIIIYQuMnJcvCDp0RZCCCGEEEIIIfRIAm0hhBBCCCGEEEKPJNAuBC5evEi/fv3w9vZGoVBw6dKl/K7Sa+Hv70/btm3zlFehUDBv3rxXXCMhhBBCCCGEyJ3M0S7gMjMz+eCDD8jMzOTjjz/GwsICJyen/K6WyEd+NR0Z0cQFRdkSpGcoOXEjmm93BBMSlZBrWZfSVvT2rUCtcjbUcrKhpKUpAYG3mbT+vM787zSsTKvqDriWscbOwoT41EfcfJBEQOBt1p65Q6ZS32dX+OzeGcgfi7dy5codTEyMqVPHjTHjelC1mnOeyicnp/LbzxvZtvU49+/FUrqMLe3a1/8/e/cdFcXVBnD4R68KSFUQURQ0gg3svcTejWIvscYSE6NGE9PjFzWJxthiEktijxF7F42xKzbEqFiwIAoq0oRlEfb7A1jd7FJUDAu8zzmco3funbl3h2H2nVuG4aM6Y2FhppH32NGL7N93msuXbnE1LAKFQsn0GcPp0KnB62haodS6TllGdHkDL3c7Up+mEXz5Ad+tPsvVO3G5li1fpiS9WlbkDQ873ihfCrsSZvwRdI2Pfjqep2P3b+PF58PqANBoZCD3Y5JeqS1FxZ49R/n110DCwm5iYmKMn19VJkwYiJdXuTyVT05WsGDBWnbsOER0dAxOTqXo0KEJo0cHYGFhrpX/7t1oZs/+jSNHzpGUpKB8eVf69+9Az55t8rtphVJbTwdG+ZWlsr0VqWnpnIyMY+bRcMLy8PtawdaC3lVL4+NoTVVHa+wsTFhz8R4fBoVp5TUzMqBbZWealyvFG47WOFuZEpOcyuVHT1h8JoJjEbGvoXWFj1wfhYChTNIWL0d6tPVcdHQ0N2/epH///vTu3ZsuXbpgY2NT0NUSBaSXnxuL+/lhYWrMjN1XmP/XNaq4lGTDyPp4O5fItXytsraMbFwB91KWhETkHnhUd7PlXryCpUdvMm3rRRYevE5yahrf9qjGdz2q50eTCrWNG/7mg/cWkJycwnvv92TYiI6EXbnDoH7TuRp2J9fyaWnpjH1nDsuW7MDP35up0/rTtFkNflu2i/Fj5pKenq6Rf8e2Y2zc8DcpitQ8B/LFSc8Wniyc1BQLc2O+XXWGhYGhVC5ny/qv2+Dlbptr+ZpeDgzv/AZlna25cP3RCx27tIMlE/vVJDE59SVrXzStX7+HceO+ITlZwcSJgxk1qhdXroTTu/ckrly5mWv5tLQ0Roz4gl9+2YC/f1U++2wUzZvXYcmSQEaN+krrGrl//yEBARPZt+84vXq1Ydq0Ebi42DNt2nzmz1/zmlpZeAS84cLPHapiaWzIN0duMO/Ubao4WLOxV0287a1yLV+rdElG+ZXF3cac89EJOeZ1K2nOrJbeOFqZsuFSFNP+usbai/ep6mDNuu7VGVWrbH41q9CS60OIok16tPXco0cZX/ZKlMg9iNIXSUlJWFpaFnQ1ipyS5sZMa1+FyNhk3vr5GIkpTwHYfuEee8c34bMOVei79GSO+9h3OZpqX+0hXvEUN1sLDk9qnmP+8X+c00pbevQmywb6072mK9/tvUJknOKl21SYxcc94ftZa3F2sWP5yo+xtrYAoHWbOnTv/DGzvlnNL8s+zHEfWzcf5vSpK/Tp14oPP+qnTi/j6sDsb9exfesxOnVpqE4fO74H0z4bhJmZCZs3Hib0wo3X07hCqKSVKR8N8uPewycETNujDnh3HLvFrjmd+GSIPwO+2JfjPvYHR1Br8B/EP1Hi6mjFwYXd8nz8r0fU5cbdeG5ExtG1SYVXaktREReXyIwZS3BxcWDNmllYW2fcF9q1a0SHDmOYPv0Xfv99eo772LhxPydPhjJgQEemTRupTnd1dWLmzKVs2fIXXbu2UKfPnv07Dx48Zt68qbRunTHSo1evNowa9RWLFq2jS5fmlC3r8hpaq/9szIz5pLEnkQkKuv95jkRlGgDbrj4gqH9tPm/iSZ+NITnuY1/4I3wXHyEu5SluJcw4OqRetnkfJafSfs1pQh9ojrZaHXqPvf38+aC+B2su3iMu815W3Mj1IUTRJz3aemzKlCl0794dgKlTp+Lt7c2AAQPU28PDwxk/fjx169bF19eXrl27smvXLvX2hIQEqlSpwtKlS9VpSUlJVK1alRo1apCa+qzn5YcffsDX15eUlJQ87x8gMDAQb29vjh07xtdff02DBg2oWbNmju0KDAxk8ODBNGzYEB8fH1q3bs3ixYu1nrxmuXz5Mn379qV69eo0a9aMJUuW5OHTy2j/N998Q7NmzfDx8aFly5YsWLCAtLS0PJXXN62rOFPS3IR1p++og2yAyDgFOy/ep4GnA6VttIeJPS82OZV4xat/qYmITQagpLnJK++rsDqw/yyJicl069FEHWQDlC5jT6vW/pw6eZn793LuFd265SgAAwZrDtnr1bsF5uambMvcnsXZ2Q4zs+L7meekVW03Slia8kfQNY1e5XsPk9h1/Db1fVwobZ/zA8DYRCXxT5QvfOyuTcrTsFpppi0+TprMp1ALCjpOYmISPXu2VgcRAGXKONGmTQNOnAjh3r0HOe5j8+b9AAwZovnQo2/f9pibm7Jp0351WnKygt27j+Dm5qwOIrIMGdKVp0/T2Lr14Ks2q9B6s4I9Jc2MWXvxvjrIBohMTGHHtQc0LGtHaWuzHPYAsYqneQ6MYxVPtYJsgOgkJcfvxmJmZEgFOwsdJYsHuT6EKPok0NZjAQEBvPvuu+p/z5o1i1GjRgFw/fp1evXqRVhYGEOHDmXKlCnY2toyfvx4Nm/eDGT0gnt5eXHq1Cn1Ps+ePUtaWhrJycmEhoaq00+fPo2vry9mZmZ53v/zvv76ay5evMioUaPUdc7OqlWrcHJyYtiwYeoHCLNnz2b27NlaeRMTExk6dCiVKlVi0qRJlC9fnlmzZvHzzz/neAyFQsHAgQPZuHEjnTt35pNPPqFevXrMnz+fTz/9NMey+qpGWVsATt+K1dp2+vZjAKq5vp5pBSXNjbGzNKG8vRWD6pWjVy03bj16wjUdX6KKi6ze5Oo1Kmltq16jIgAXQ8OzLa9SqbgYGo6jky1lyjhobDM3N8WrctkcywtN1StlfIZnwrS/mJ65kpHm62mf78e1tzHn48H+LNt+mX9uPs73/Rdm589nzNutWbOy1raaNasAcOHC1WzLq1QqLly4ipNTKVxdnTS2mZubUaVKBY3yYWG3UCiU1Kih63iVMTAwICREey5xcVHTuSQAp+/Fa23LSquehylI+cElM6B/mFR8p1rI9VGIGBSBn1egVCr57rvvaNy4MdWqVeOtt97i0KFDuZaLjo7mu+++Y9CgQfj5+eHt7c327dt15h0wYADe3t5aP0OHDs23+hQEGTqux2rWrImxsTE//vgjNWrUoEuXLupt06dPx8nJiQ0bNmBuntGL2a9fP95++22+//57OnfujIGBAf7+/mzbtg2VSoWBgQHBwcF4e3ujUCg4deoUNWvWRKlUcv78eYYMGfLC+89iaWnJihUrMDbO/Vdq5cqVWFg8e4rdr18/PvnkE1atWsW7776LqampetuDBw+YMGECI0dmDInq06cPgwcPZuHChfTp0yfbIfXLly/nxo0bBAYG4unpCWQ8rHBzc+OHH35g6NChVKhQuIZ3umT2Vt+LT9badi9z+HZuPdova8fYRrjZZTxxT09Xcfj6Qz7ZcpGnxbj3Lup+DJDRy/xvzi4ZaVFR2QdecXFPUCQrqVhR91xrZ+dShJy7TmJiskaPudCtdKmM38/7j7QXdMpKc8mlR/tlfD60NglJSuauO5/v+y7soqIeAuDi4qC1LSvt/v2H2ZaPjU0gOTmFSpV0Lwrl7GzP2bOXSUxMwtraUr0vXcczNTXBzq6kuk7FUekSGcHtvcQUrW1Zabn1aOeHVuXtqelSkmMRsdyJL55Tj0CuD1F4TJkyhd27dzNw4EA8PDzYuHEjI0eOZPny5dSpUyfbcuHh4fzyyy+4u7tTpUoVjY4/XRwdHZk0aZJGmpOTk1a+l61PQZAe7UIoNjaWo0eP0q5dO5KSkoiJiVH/NG7cmKioKMLDM3rC/Pz8iI2NJSws4yllcHAwtWvXxt/fn+DgYABCQ0NJSUnBz8/vhfefpVevXnkKsgF1kJ2WlkZcXBwxMTHUrl2bpKQkbtzQnHNqaGhIv37P5q4aGRnRr18/kpOTOXHiRLbH2LlzJ35+ftjZ2WnUv0GDjOFSJ0/mPJdZH1mYGAGgfKo9xD4lMy0rT34b/8d5+i89yQd/nmfPpShMjQwpYV68n9MpFBlDjE1NtT8HM9OM4d2K5OyHISuSU7ItD6iHiOe0D/GMuVnm9ZGq4/pIzRgma2GWv7+zb9YpS7v65fj055MolIVzSsrrlKz+Hdee7pCVplBoB31ZsrbpKg9gZmaqcZzkPFxTWXmKIwvjjK98yjQd10hmWlae16VSKUvmvOlNrCKVSfuuvNZj6Tu5PkRhEBISwvbt2xk/fjwffvghAQEB/Pbbb7i6ujJr1qwcy1atWpXjx4+zd+9exo0bl+uxrK2t6dKli8ZP/fr1860+BaF4f1MupG7fvo1KpWLevHnZvjs6JiaGChUq4O/vD2QE2OXLl+f8+fP069cPhULB119/TXp6OsHBwRgZGVGrVq0X3n+WsmXzvnpocHAwc+bM4fz58xrzxCFjXvXz7O3tsba21kjz8PAAICIiIttj3Lx5k8uXL2tdoFmyFpkrTJIzgwVTHV+EzDLTsvLkt6yh6QAbzt7l845v8MfwerT58RB3Hmv3sBcH5uYZX2KUSu35iinKjN9rcwtTrW3q8pmv7tJVHiAlJfd9iGcUKZnXh4mO6yPzAVRyPi66VMLShM+H1mbz3+EcDrmXb/stSizUv+Paw4Oz0szNs+9BzdqmqzxASopS4zgWebim7OxK5qXqRVJy5gNZUyMd10hmWrKOB7n5pYKtBWu6VcPAwICBm0O4XYx7s0GuD1E47Nq1C0NDQwICAtRpZmZmvPXWW8yePZuIiAjc3HSPzPv39/e8ePr0KQqFItuyr1KfgiCBdiGUtWjY4MGDadq0qc48lSplzBt1cnKiXLlynDp1isqVK5OSkqLuPU5ISODy5cucPn2aypUrq3+pX2T/WbKGl+fmzp07DBkyBA8PD6ZOnUqZMmUwMzPj4sWLfPfdd9kuiPai0tPTqVevnnrI+b+9yIMBfXE/a3h4SQuuP3iisS1ryPi9/2gF8A1n7zK4vgc9arrxw/7s55AVZc4upYCM4eEVPDXfbR91P+PBhK5h5VlsbKwwtzAlKipG5/aoqBisrS1k2Hge3Yt5Njz8+l3NOahZQ8Z1DSt/WeMDqlPSypSVu69QzuXZFwKrzAUCXZ2sMDM15Nb94ruOgbPzs+Gvnp6af3NzGsaaxda2BBYWZtkOn42KeoS1taV6Iamchtsqlak8fhxP9ereL96QIuJewrPh4dcea14LWUPGdQ0rzw+VSlmypls1zIwM6bcphPNROb8arDiQ66PwUBm84iRnPdCyZcsctwcFBelMv3TpEu7u7lqvFq5WrZp6e34FthEREeoprfb29vTs2ZOxY8diYvJs1MZ/WZ/8IIF2IZQVJBoZGamHQufEz8+PQ4cO8cYbb1C+fHns7e2xt7fHxcWFkydPcubMGbp1e7Zi5Yvu/0UEBQWhVCr56aefcHV1Vadn1zv96NEjEhMTNZ5s3bx5EyDHC8nd3Z0nT57ke/0L0vmIOPrXhVruthy+rnmjrFU2I6ALuZv7u7Hzg3lmD7qNRfH9E1LVtzzr1x0g5Nw16jeoqrEt5Pz1jDw+5bMtb2BgQNWq5TkdfIXIyIcaC6IpFErCLt9RL6omchdy9SH9WntR08uRIyH3NbbV9HIEeOF3Y+fE1cEKCzNj1k9vq3P7uq8yVpJ/o+9qncPZi4Nq1bxYu3YnZ89epmFDzbdRnDt3GQBfX+3FBLMYGBjg41ORU6cucvdutMaCTwpFCpcu3VAvGgXg5VUOMzNT9b7/fTyVSkW1al6v2qxC61xUPAMoQ63SJTl0R3P9iFqlM3oyX0cA7FXKkjXdq2NsYECfjSE6VyIvjuT6EIXBgwcPcHR01ErPSouOjs6X45QtW5a6devi5eVFUlISu3fv5qeffuLGjRsao2v/q/rkF5mjXQjZ29tTt25d1q9fT1RUlNb2mBjNHjJ/f38ePHhAYGAgtWvX1khfu3Yt8fHxGukvuv8XYWSUMYRTpXq2iJZSqWTlypU686enp7Nq1Sqt/5ubm1O3bt1sj9OuXTsuXLjAwYPar6pITExEqSx88153/3OfBEUqvf3LYv3cXNMyNua093Hh2I1H6h5tcxNDPB2scCzx8gvbWJgYYWmqe873kAYeAJy5HfvS+y/sWrSohZWVOYEbDpKY+Gz4/L3IR+zdfQr/2pVxKZ2xynVycgrhN+7x4EGsxj46dMqY2rBi+W6N9PVrD6BQKNXbRe72noogMUlJQMuKWFs8e/pd2sGSdvXdOR56n3uZPdrmpkZUKFMSR9uXHy3w8+aLjP3+b62f46EZQf7Hi48z9vu/SX2NQ3H1XatW9bCysmD9+j0kJj7rQY2MjGbXriPUqeNL6dIZX46SkxVcv36H6GjN+0uXLs0BWLZso0b6mjU7USiU6u0AFhbmtG7dgIiIKPbs0Xw13tKlmzA2NqJjxyb52sbCZM+NRyQon9KnqgvWz/1tL2NtRoeKjhyNiFX3aJsbG+JpZ4GT5atNXalsb8W6HtUxNIDeG89LkP0cuT7EfykoKCjHn+woFAqNRYqzZL2lSKHIn5GU//vf/xg7diytW7ema9euLFq0iF69erFnzx71mlL/ZX3yS/HtjirkPv/8c/r06UPnzp3p2bMn7u7uPHr0iPPnz3P9+nX27t2rzps1Tzs8PJx33nlHI33btm0A6oXQXmb/L6JRo0aYmJgwatQoAgICUCqVbN68GUND3c98HB0d+f3334mMjMTLy4t9+/Zx8uRJJkyYkO2K4wDDhg3jwIEDjB49mq5du1K1alVSUlIICwtj165dbN26Va+GluRFvOIp3+y6zP+6+vLniPqsPnUbUyNDBtcvhwr4cvs/6rw13GxZO6wef56JYOKGEHV6CTNjBtXPWKE06x3Yb5QuydhmGSuzX7qfQNDljKeB5R0sWTusHrsu3ufGgyfEJClxLpkR1FdxKclfYdFsCy2+c1NL2ljx/sRefP3F7wzuP523ejZDmfqUNav2YWBgwKQpfdR5Qy+EM3zITDp1achX/xumTu/SrTHbthxlzap9JCQk4efvTdiVO/yxdj/+tSvToZPmiIywK3c4eOAsAJcv3QYy3ucdeTdjhEPT5jXx8i580yLyQ/wTJTNWnOXrkXVZ93Vr1u69iqmxEQPaeaNSwdfLn92oq1d0YNUXb7Lhr+t8uOCYOt3a0oSBbTOGTpa0yriRV/GwY3R3HwAu33rM/tN3ATgbpnu4ZnO/jJE6B89Ecj8m/4aqF0Y2NtZMnjyEzz5bSJ8+kwkIaItSmcrKldsAAz7+eLg6b0jIVQYO/Ihu3VowY8b76vTu3VuxadMBVqzYRkJCEv7+VblyJZzVq3dQp44vnTs30zjmhAkDOHbsHJMnz+bixWu4uTkTFHSCAwdOMXp0AO7upf+j1uufuJSn/O/wDb5p4UXgWzVYFXov4x5S3RUVKr74+5o6bw3nEvzRowbr/7nPB88tWlbC1IjB1TN+x0tmPvCt6mDNuNruAFx6+IR94RkjR8pYm7G2e3VKWZiwIPg2le2tqGxvpVGnQ7cf8zC5eL7iS64PURiYm5vr7JxKSUlRb39dhgwZwh9//MGxY8fUsUxB1udlSKBdSFWoUIENGzawYMECNm3aRGxsLHZ2dlSuXJnx48dr5C1XrhyOjo48ePBAq0cbwNPTk1KlSr30/l9E+fLlWbBgAXPmzOHbb7/Fzs6Orl27UqdOHd5++22t/NbW1vzwww98+eWXbNy4ETs7OyZOnMjw4cN17P0Zc3NzVqxYweLFi9m1axebN2/GysoKDw8PRo8erXPYSWGw+tQdHielMrJxBaa2qUxqWjonb8Xw3Z4wLudhyJ+NhQkT39Scg1XN1Ub9/u0/z0SoA+17cQoCz96ldjk7WldxxtrMmISUp1y5n8DUTRdYF3wHVfF9uxcAb/Vqjo2NNb8t28UPs9djbGJErVpejB3fI08Br5GRIfMXvc/iRVvYs+sku3acwNHRlgGD2jDynS4Y/WvRokv/3GLBPM2ei317gtm3JyOIdHIuVWwDbYC1+64Sm5jCsM5vMLl/LVKfphN8KZrv15zjSh5GX9hYmTKhTw2NNF9Pe/X7tzf8dV0daIu86d27Hba2JVmyJJBvv12GiYkJ/v5v8N57A6hcOfupFVmMjIz4+efPWLBgLTt3HmL79r9xdLRjyJBujBnTWz1KKkuZMk6sXfstc+asYO3aXSQlKfDwcOXLL8cQEKB7mH9xsir0Ho8VqYysVZaPGlZAma7iVGQcs46Gc/nRk1zL25gZM6m+5nmr5lyCapnv317/z311oO1uY06pzNElY/zdde6v14ZzPPyPpjzpI7k+CgnDwj9H+2U5OjoSGRmplf7gwQNA9+u38kvp0hkPfuLinv2NKMj6vAwDlaq4f1UWIu9CQ0PpuOZ2QVdDZNrWxx3PyvG5ZxT/meuXS9L1i3MFXQ2RadNnNfDxkZXr9UVoqJL2+wvfWy+Kqh0t7OX60Dv6N0+8YsflBV2FV3Zt2+CXKjdz5kyWL1/O8ePHNRYg++mnn5gzZw779u3L0wLDJ06cYODAgcyePZsOHTrk6dhhYWF06tSJd999lzFjxuRrff4rMkdbCCGEEEIIIYSGtm3bkp6ezrp169RpSqWSwMBAqlatqg5qo6OjuX79utZre/NC19pJKpWKRYsWAdC4ceMXro++kKHjQgghhBBCCKFL8R05TvXq1Wnbti1z587l8ePHeHh4sGnTJiIiIli6dKk63+zZs9m4cSNBQUEaayAtXLgQePZ2ob1793Lr1i0ARo8eDcDFixf54IMP6NChA+7u7qSkpLB3717OnDlDjx491K/uepH66AsJtIUQQgghhBBCaJk1axZz585ly5YtxMXFUalSJRYtWkS9evVyLTt37lyN/+/cuZOdO3cCzwLtMmXK4Ofnx969e3n48CGGhoZUqFCBzz77jD59+mjt81Xq81+TOdpCvACZo61fZI62/pE52vpF5mjrF5mjrV9kjrY+0sM52p2WF3QVXtm1rYMLugrFkszRFkIIIYQQQggh8pEMHRdCCCGEEEIIXQyK8SRt8UqkR1sIIYQQQgghhMhHEmgLIYQQQgghhBD5SAJtIYQQQgghhBAiH8kcbSGEEEIIIYTQxVDmaIuXIz3aQgghhBBCCCFEPpJAWwghhBBCCCGEyEcSaAshhBBCCCGEEPlI5mgLIYQQQgghhC4yRVu8JAOVSqUq6EoIUViEhoYWdBWEEEIIIYokHx+fgq6Clordfi/oKryyaxsHFnQViiXp0RbiBW1IvV/QVRCZepi44Fk5vqCrIZ5z/XJJ3rkRW9DVEJkWVbDFx8e0oKshMoWGKuUeokd6mLjI9SGEeG1kjrYQQgghhBBCCJGPpEdbCCGEEEIIIXQxkEna4uVIj7YQQgghhBBCCJGPJNAWQgghhBBCCCHykQwdF0IIIYQQQghdZOi4eEnSoy2EEEIIIYQQQuQjCbSFEEIIIYQQQoh8JIG2EEIIIYQQQgiRj2SOthBCCCGEEELoIt2S4iXJr44QQgghhBBCCJGPikyg/c8//9C3b19q1qyJt7c3ly5dKugq/ScGDBhA27Zt85TX29ubefPmveYa6Zbd+Tl27BjdunWjWrVqeHt7Ex8f/1rr0aJFC6ZMmfJajyGEEEIIIYQo3orE0PH09HTef/990tPT+fDDD7GwsKBMmTIFXS2RKbvzk5iYyPjx43Fzc+OTTz7B1NQUCwuLgq6u3rtz8hz/bNlL7J1IDI2NcKpckeq9O2NbNm+/809TlIRu2MGto6dJjo3HwrYk5Rr649O9HcZmpup8idGP2PLupznuq1pAJ3y65e1BT1EVtDeY5Ut3cvVqBCYmxtSq5cW493pQsZJbnsonJ6fw86It7Np5gocP4nBwtKFd+7oMH9UZCwszjbzHjl5k/77TXL50i6thESgUSqbPGE6HTg1eR9MKpSal7enr6UqFklY8TVdxPiaOny/dIjwhKdeyZa0s6FTOmUo21lSyscLG1IRtt+4z8/y1bMs4W5gxsko5ajvaYWFsyO3EZALD77HtdlR+NqtQ27PnKL/+GkhY2E1MTIzx86vKhAkD8fIql6fyyckKFixYy44dh4iOjsHJqRQdOjRh9OgALCzMtfLfvRvN7Nm/ceTIOZKSFJQv70r//h3o2bNNfjetUJJ7iH6R60OIoqtIBNrR0dHcvHmTjz76iN69exd0dcS/ZHd+goODiYuL43//+x+tWrUqwBoWHtf3H+XEz6uwKVuGGn26kJ76lCu7/2LPp9/T+osJ2Lq75lg+PT2dv2YsJPrSVTwa18GpSkVib93l0tZ9PLp2kxYfj8PAMGOgi3lJa+qPGaRzP+fXbSHp4WPc/HzzvY2FycYNf/PFp8uoWMmV997vSYoylbWrghjUbzrLV35EJa+yOZZPS0tn7DtzOH3qCh07N6CWnxdhV+7w27JdhF4I56dfJ2Jo+Gzg0Y5tx9i5/TgVKpShYiU3Qi/ceN1NLFQ6uDszpUYlrsc/4ad/bmJqZEiP8qVZ1Kgaow+HcCOXYNunVAn6VHQj8omCy7GJ1HWyyzG/o7kpixtXx8rYiPU3IrmXpKCRiz0f1qiEg7kpy8Pu5GfzCqX16/cwbdo8vLzKMXHiYFJSlKxcuY3evSexZs0svL09ciyflpbGiBFfcPJkKF26NKd27apcvnyTJUsCCQkJY9myrzSukfv3HxIQMJGEhCcMGtQFNzdngoKOM23afKKiYhg7ts9rbrF+k3uIfpHro5CQ92iLl1QkAu1Hjx4BUKJEiQKuSd4lJSVhaWlZ0NX4T2R3fmJiYnSmv4qi/LkqE5M4s2IDlqVsaf3FBEwsM3r/3evXYvsHX3H6tz9p+cn4HPcRfvA40Zeu4tW2Kf6De6nTrRxLcXblRsIPn6JCk7oAGJubUb5xHa19JNyPJulRLPaVyuf6pawoi497wvez1uLsYsfylR9jbZ1xPlq3qUP3zh8z65vV/LLswxz3sXXzYU6fukKffq348KN+6vQyrg7M/nYd27ceo1OXhur0seN7MO2zQZiZmbB542EJtJ9jbWLE2KrliUpOYfThEJKepgGwP/IhK5rX4l2fCrx3LDTHfRy5H0O7ncdITE3DxcKM9W/WzjH/iCoe2Jub8vGpS/x9L+Pv3NbbUXxTpwqDvMqyOyKae0kp+dPAQiguLpEZM5bg4uLAmjWzsLbO+Nvcrl0jOnQYw/Tpv/D779Nz3MfGjfs5eTKUAQM6Mm3aSHW6q6sTM2cuZcuWv+jatYU6ffbs33nw4DHz5k2ldeuMkR69erVh1KivWLRoHV26NKdsWZfX0Fr9J/cQ/SLXhxBFX6Gfoz1lyhS6d+8OwNSpU/H29mbAgAHq7eHh4YwfP566devi6+tL165d2bVrl3p7QkICVapUYenSpeq0pKQkqlatSo0aNUhNTVWn//DDD/j6+pKSkpLn/QMEBgbi7e3NsWPH+Prrr2nQoAE1a9bMsV2BgYEMHjyYhg0b4uPjQ+vWrVm8eDHp6ek681++fJm+fftSvXp1mjVrxpIlS/Lw6WW0/5tvvqFZs2b4+PjQsmVLFixYQFpaWq5lg4ODee+992jevDk+Pj40atSIadOmERsbq86T3fkZMGAA48aNA2DgwIF4e3trzJ3evXs33bt3p1q1atStW5cJEyYQGRmpcfwpU6bg6+tLREQEo0aNolatWowcmXGjUalULFy4kCZNmlC9enUGDBjA1atX8/SZ6KuI4POkJivwbNFA/QUJwMqhFGXr1iTqYhhPHj7OcR/hf58EoEqHlhrplVo3wcjUhPC/T+Raj+v7j4JKRcUWxXu48oH9Z0lMTKZbjybqIBugdBl7WrX259TJy9zPDL6ys3XLUQAGDNYcsterdwvMzU3Zlrk9i7OzHWZmJvnUgqKlsYs91ibGbLt1Xx1kA0Qnp3Aw8iF+jrY4mZvmsAeIT31KYmruf/sAzIwMaVbansgnCnWQnWXd9UiMDQ1509XpxRtShAQFHScxMYmePVurgwiAMmWcaNOmASdOhHDv3oMc97F5834AhgzpppHet297zM1N2bRpvzotOVnB7t1HcHNzVgcRWYYM6crTp2ls3XrwVZtVaMk9RL/I9SFE0Vfoe7QDAgIoW7YsP/74IwEBAfj5+eHg4ADA9evX6d27Nw4ODgwdOhQrKyv27t3L+PHjmTVrFl26dKFEiRJ4eXlx6tQp3n77bQDOnj1LWloaT58+JTQ0VB0Unz59Gl9fX8zMzPK8/+d9/fXXlCxZklGjRpGQkJBju1atWoWnpydNmzbF1NSU48ePM3v2bBISEpg4caJG3sTERIYOHUqrVq1o3749QUFBzJo1K3NI0Yhsj6FQKBg4cCB3796ld+/euLq6EhISwvz584mMjGT69JyfpO7atYuEhAR69eqFvb09V65cYf369Vy9epW1a9diYGCQ4/nx9vZmxYoVjBo1igoVKuDu7g7A5s2bmTx5MlWrVmXChAk8fvyY33//ndOnT7Nx40ZKlSqlroNKpWLo0KH4+voyefJkjIyMAJg7dy6LFi2iadOmNG3alEuXLjF06FCUSmWObdJnD6/dBMDBq4LWNkevCoT/fYKYG7ewctA93FWlUvHoxi0s7GywcrTX2GZsaopdOTdirt/KsQ7paWnc+PsEJhbmlKvv93INKSKyepOr16ikta16jYps3XyEi6HhuJS219oOGefjYmg4jk62lCnjoLHN3NwUr8pluRganv8VL6LesMsYGRP6WPtv64XH8bRzd6ayXQmic3n4kVeeJSwxNzYi9L72/i4+jiddpaKKnXW+HKuwOn8+DICaNStrbatZswobN+7nwoWrlC7tqLO8SqXiwoWrODmVwvVfDy3Mzc2oUqUCFy48e4AaFnYLhUJJjRq6jlcZAwMDQkLCXqVJhZrcQ/SLXB9CFH2FPtCuWbMmxsbG/Pjjj9SoUUMjuJ0+fTpOTk5s2LABc/OMBSH69evH22+/zffff0/nzp0xMDDA39+fbdu2oVKpMDAwIDg4GG9vbxQKBadOnaJmzZoolUrOnz/PkCFDXnj/WSwtLVmxYgXGxrl/7CtXrtRYGKxfv3588sknrFq1infffRdT02c9Mw8ePGDChAnq3tw+ffowePBgFi5cSJ8+fbIdmr18+XJu3LhBYGAgnp6eQMaDCzc3N3744QeGDh1KhQraN+QsH3zwgdbiZTVq1GDixImcPn0af3//HM9PQkICK1asoEGDBtStmzHULDU1lVmzZuHp6cnq1avVn2uDBg0YOHAgv/zyCx9++Gw4bmpqKs2aNWPq1KnqtJiYGH799VeaNWvGTz/9pD4Hc+fOZeHChTl86votKSYWAEt77S9BFva2GXkeZd8boUx8QlqKEku30jq3W9rb8vBqOKlJyRq9Hc+7e/oCith4KrZqhLG5mc48xUXU/YypD87O2ufD2SUjLSoq+/MRF/cERbKSihV1L5rm7FyKkHPXSUxM1ugxF7o5Zv4+PkjWHqr9IFmZmSfnHu0XOp5F1vG0H96lpquIU6biVNyvkaiHALi4OGhty0q7f/9htuVjYxNITk6hUiXdi0I5O9tz9uxlEhOTsLa2VO9L1/FMTU2wsyuprlNxJPcQ/SLXRyEiU7TFSyr0Q8ezExsby9GjR2nXrh1JSUnExMSofxo3bkxUVBTh4Rm9RX5+fsTGxhIWlvEkLzg4mNq1a+Pv709wcDAAoaGhpKSk4Ofn98L7z9KrV688BdmAOoBNS0sjLi6OmJgYateuTVJSEjduaM7LNDQ0pF+/Z/M7jYyM6NevH8nJyZw4kf0wrp07d+Ln54ednZ1G/Rs0yBhSdPLkyTzVUaVSkZiYSExMjLr3/+LFi3lq57+Fhoby8OFD+vTpow6yAerWrUvVqlX566+/tMr07dtX4/9Hjx4lNTWVvn37ajzoeH5KQWGUlpLxhd5Ix++QkUnGcOKnylStbVmepmRsMzTR/TtoqN5H9r3+1/YfAaBiy4bZ5ikuFIqMz8nUVPvzNDPN+CwVOoIwdfnMgFBXeUA9RDynfYhnzI0ybmdKHdNrstLMM0e85OfxUrOZzqNMS8fMqMjeYvMkWf07rj3dIStNoch+DnvWNl3lAcwyV7jOOk5yHq6pZB0PYooLuYfoF7k+hCj6Cn2PdnZu376NSqVi3rx52b47OiYmhgoVKuDv7w9kBNjly5fn/Pnz9OvXD4VCwddff016ejrBwcEYGRlRq1atF95/lrJlc16B+HnBwcHMmTOH8+fPa8wTB7SGndvb22NtrTlE0cPDA4CIiIhsj3Hz5k0uX75M/fr1dW7PWsQsO/fu3WPWrFkcPHiQJ0+e5FjHvMqah12+fHmtbZ6enuzevVsjzdDQEFdXzcVUsvZRrpzmU95SpUphY2PzUvXSB0aZN820p0+1tqVl/o4YZ3PDBTDODNzSU7XLZ6Rn7UN3r9+Th4+5f/4SduXLUqq8e94rXkSZZ/aOKpXan2dK5pdVc4vse1DNM3tEdZUHSEnJfR/iGUVaRsBraqgd3GalKfKw9sSLHs9Ex/EATI0Micvm3BYXFurfce3gLSvNPIdezaxtusoDpGQGjlnHscjDNWVnVzIvVS+S5B6iX+T6EKLoK7KBdtaiYYMHD6Zp06Y681SqlDG30snJiXLlynHq1CkqV65MSkqKuvc4ISGBy5cvc/r0aSpXrqwOaF9k/1me76HNyZ07dxgyZAgeHh5MnTqVMmXKYGZmxsWLF/nuu++yXRDtRaWnp1OvXj31kPN/y+nBQFpaGm+//TYxMTGMHDkST09PLCwsSE9PZ9iwYahUqnypY26MjY3zPEqgsLMsZQtkDO2zcdVcFTT5UWxGHh1DArOYWlthZGaqHj74b0mPYjGxMM92yN+Nv46iUqmkJyKTs0vGWgFRUY+p4Kn5/tmo+xnDL3UNK89iY2OFuYUpUVExOrdHRcVgbW0hw8bz6EFm746jhRm3EpM1tjlmPqx4oMi/0QFZQ9QddTwIMTE0wMbUhIs65osXJ87Oz4a/enpq3k9yGsaaxda2BBYWZtkOn42KeoS1taV6Iamchtsqlak8fhxP9ereL96QIkLuIfpFrg8hir4iG6FkBYlGRkbqodA58fPz49ChQ7zxxhuUL18ee3t77O3tcXFx4eTJk5w5c4Zu3Z6t6vii+38RQUFBKJVKfvrpJ43e2ux6px89ekRiYqJGr/bNmzcBcHPTPf8TwN3dnSdPnrxU/cPCwrhx4wYzZszQ+FyyjvuyypTJCFjCw8Np1KiRxrYbN25o9V7ntI9bt26pe/YhY4RBXFzcK9WvINlX9ODavsM8vBpO6WpVNLY9vJoxTaFUBd1ztQAMDAywr+BO9KVrPHnwSGMxm6dKJY9vRehcJAdAlZ7O9b+OYWxmikfDnF95VFxU9S3P+nUHCDl3jfoNqmpsCzl/PSOPj/bIjCwGBgZUrVqe08FXiIx8qLEgmkKhJOzyHarXqPh6Kl8EXXqcQFeP0vjYlSD4QazGNp/MXprL+Rj4Xk9IIiUtTb3v51W1K4GhgQGXHifm2/EKo2rVvFi7didnz16mYUPNN22cO3cZAF9f7cUEsxgYGODjU5FTpy5y9260xoJPCkUKly7doGbNZ38LvbzKYWZmqt73v4+nUqmoVs3rVZtVaMk9RL/I9VF4qAxlkrZ4OUV2Apm9vT1169Zl/fr1REVFaW3PeodzFn9/fx48eEBgYCC1a9fWSF+7di3x8fEa6S+6/xeRtXL2873CSqWSlStX6syfnp7OqlWrtP5vbm6uXmRMl3bt2nHhwgUOHtR+nUNiYmKOK3QbZg6X/HfP9fOvSXsZPj4+ODg4sG7dOo3XqAUHBxMaGkqzZs1y3UeDBg0wMTFh9erVGvVbsWLFK9WtoJX1r46xhTnXg46QmvSsx+7JwxhuHz+D0xuV1KvFPk1REnf3PsmPNR8seGS+0/TS9iCN9Kt7D5GmTNX5zlOAeyGXSHr4GPf6fphY5G1kRlHXokUtrKzMCdxwkMTnelDvRT5i7+5T+NeurF5xPDk5hfAb93jwrwCwQ6eMaRsrlmtOiVi/9gAKhVK9XeTu7/uPeJL6lI7lXLA0fjYX28nCjGZlHDjzMJbozB5tMyND3K0tsH+FV6WlpKVz8N4jyliZ0+RfK8sHeLryND2dfXdzfjVPUdeqVT2srCxYv34PiYlJ6vTIyGh27TpCnTq+6hWVk5MVXL9+h+hozXtnly7NAVi2bKNG+po1O1EolOrtABYW5rRu3YCIiCj27NF8Nd7SpZswNjaiY8cm+drGwkTuIfpFrg8hir4i26MN8Pnnn9OnTx86d+5Mz549cXd359GjR5w/f57r16+zd+9edd6sedrh4eG88847Gunbtm0DUC+E9jL7fxGNGjXCxMSEUaNGERAQgFKpZPPmzerg9t8cHR35/fffiYyMxMvLi3379nHy5EkmTJiQ7YrjAMOGDePAgQOMHj2arl27UrVqVVJSUggLC2PXrl1s3bo12x7xChUq4OHhwcyZM7l//z42NjYcOnSI+/fvv1Sbs5iYmDBp0iQ+/PBD+vbtS+fOnYmJiWHFihU4OzszfPjwXPdRqlQp3n77bRYvXszIkSNp2rQply9f5uDBg9jZZT8sTt+ZWltSs19XTv26lj2fzaZiy4akP31K2K6DYGCA36C31HkfXbtJ0FdzKd+kLvVHD1SnV2hWn/C/TxC26yCpSQqcKlfk8e0Iru45hNMbldRfov7t+v6Mm7IM+XumpI0V70/sxddf/M7g/tN5q2czlKlPWbNqHwYGBkya0kedN/RCOMOHzKRTl4Z89b9h6vQu3RqzbctR1qzaR0JCEn7+3oRducMfa/fjX7syHTppjjYJu3KHgwfOAnD50m0g433ekXczhgI2bV4TL++8rwVRlCSmprHwn5tMql6RhY2qseXmfUyMDOlRvjSg4sfnXpVWxbYE8xr6svN2FP879+z1N1bGRvQonzEixtokI1ivaGPFwEoZn+m1+CccfW6o/+JLt/BzsGVaTS/W20RyL0lBIxd7GrqUYvmV20QmKf6DlusvGxtrJk8ewmefLaRPn8kEBLRFqUxl5cptgAEff/zs73lIyFUGDvyIbt1aMGPG++r07t1bsWnTAVas2EZCQhL+/lW5ciWc1at3UKeOL507N9M45oQJAzh27ByTJ8/m4sVruLk5ExR0ggMHTjF6dADu7rpXzC4O5B6iX+T6EKLoK9KBdoUKFdiwYQMLFixg06ZNxMbGYmdnR+XKlRk/frxG3nLlyuHo6MiDBw+0erQhYyGu59/f/KL7fxHly5dnwYIFzJkzh2+//RY7Ozu6du1KnTp11O/6fp61tTU//PADX375JRs3bsTOzo6JEyfmGpSam5uzYsUKFi9ezK5du9i8eTNWVlZ4eHgwevRoHB11v7sRMgLiRYsWMX36dJYsWYKRkRGNGzfm119/pWHDV7uRdu3aFQsLCxYvXsx3332HhYUFTZs2ZeLEiVrnIDvvvfcepqamrF27lhMnTlCtWjWWLFmS7Xz0wqJSq8aYWVtxaes+zq3ehKGxMY6VPake0Bm7crkPqzc0NKTZlNGEbtjJrWOnuXUkGHO7klTu0BLfHu10PsxJjo3n7ukL2LqXwaFS9kOhi6O3ejXHxsaa35bt4ofZ6zE2MaJWLS/Gju+Rp4DXyMiQ+YveZ/GiLezZdZJdO07g6GjLgEFtGPlOF4z+tWr1pX9usWCeZs/Fvj3B7NuT8XYEJ+dSxTbQBthy6z7xylT6VHTjnTc8SFWpCHkUzy+Xb3I9PinX8iVMjBleRXPobGXbElS2zXhgufN2lEagHZ2cwjuHzzOisgedy7lgYWxExJNkZp2/ytZb2iOdiqPevdtha1uSJUsC+fbbZZiYmODv/wbvvTeAypVz/3tiZGTEzz9/xoIFa9m58xDbt/+No6MdQ4Z0Y8yY3uoRYFnKlHFi7dpvmTNnBWvX7iIpSYGHhytffjmGgIC2r6uZhYbcQ/SLXB+FhIEMHRcvx0D1X61aJUQREBoayobUV+u1F/mnh4kLnpXjC7oa4jnXL5fknRuxBV0NkWlRBVt8fGTlen0RGqqUe4ge6WHiIteH3tG/eeKefdcUdBVe2fXVfXLPJPJdkZ2jLYQQQgghhBBCFAQJtIUQQgghhBBCiHxUpOdoCyGEEEIIIcRLkyna4iVJj7YQQgghhBBCCJGPJNAWQgghhBBCCCHykQTaQgghhBBCCCFEPpI52kIIIYQQQgihi6FM0hYvR3q0hRBCCCGEEEKIfCSBthBCCCGEEEIIkY8k0BZCCCGEEEIIIfKRzNEWQgghhBBCCF0MZI62eDnSoy2EEEIIIYQQQuQjCbSFEEIIIYQQQoh8JIG2EEIIIYQQQgiRjwxUKpWqoCshRGERGhpa0FUQQgghhCiSfHx8CroKWjwHrSvoKryy678FFHQViiVZDE2IF+TjY1rQVRCZQkOVcj70TGioEsty4QVdDZEp6VZ5uUb0SGioknduxBZ0NUSmRRVs5foQQrw2MnRcCCGEEEIIIYTIR9KjLYQQQgghhBC6GMrrvcTLkR5tIYQQQgghhBAiH0mgLYQQQgghhBBC5CMJtIUQQgghhBBCiHwkc7SFEEIIIYQQQheZoy1ekvRoCyGEEEIIIYQQ+UgCbSGEEEIIIYQQIh9JoC2EEEIIIYQQQuQjCbSFlnnz5uHt7Z1v+YQQQgghhCiMVAaF/0cUDFkMTYhCZs+eo/z6ayBhYTcxMTHGz68qEyYMxMurXJ7KJycrWLBgLTt2HCI6OgYnp1J06NCE0aMDsLAw18p/9240s2f/xpEj50hKUlC+vCv9+3egZ882+d20QknOh345sv8C638/wM1r9zAxMaZqjfIMHtMOj4ql81ReoVCy+pe9HNxzjpiH8ZRyKEmzNjXpM6wV5uamGnk3rv6bE39f5M7NByTEJ2FpZUaZsg607VqXlh38MTKSZ9kg14i+aVLanr6erlQoacXTdBXnY+L4+dItwhOSci1b1sqCTuWcqWRjTSUbK2xMTdh26z4zz1/LtoyzhRkjq5SjtqMdFsaG3E5MJjD8HttuR+VnswotuT6EKLok0BaiEFm/fg/Tps3Dy6scEycOJiVFycqV2+jdexJr1szC29sjx/JpaWmMGPEFJ0+G0qVLc2rXrsrlyzdZsiSQkJAwli37CkPDZ8HB/fsPCQiYSELCEwYN6oKbmzNBQceZNm0+UVExjB3b5zW3WL/J+dAvuzed4Iev1+Ph6cLb4zqgVD5l67rDTBg6n++XjKV8LsF2Wlo6n777KxfO3KBlez98alXgRlgkf674iysXb/O/BSM0zkfYxTs4ONniV78yJW2tSHqi4OThS8z58g/On7rGpK/6vuYW6z+5RvRLB3dnptSoxPX4J/z0z01MjQzpUb40ixpVY/ThEG7kEmz7lCpBn4puRD5RcDk2kbpOdjnmdzQ3ZXHj6lgZG7H+RiT3khQ0crHnwxqVcDA3ZXnYnfxsXqEj14cQRZsE2kJvJCUlYWlp+Z8cKy0tjbS0NExNTXPPrCfi4hKZMWMJLi4OrFkzC2vrjM+qXbtGdOgwhunTf+H336fnuI+NG/dz8mQoAwZ0ZNq0kep0V1cnZs5cypYtf9G1awt1+uzZv/PgwWPmzZtK69YNAOjVqw2jRn3FokXr6NKlOWXLuryG1uo/OR/6JSE+iZ/nbMXB2YbvlozFyjqjJ6fJm9UZ2fNbFn+3iRk/vZPjPvZtC+bCmRt0DmjEO5O6qtOdy9jx6w/b2L/jDK06+qvTP5zeT2sf3fo24ZN3f2X/zjMMGtMOJ5ecA5GiTK4R/WJtYsTYquWJSk5h9OEQkp6mAbA/8iErmtfiXZ8KvHcsNMd9HLkfQ7udx0hMTcPFwoz1b9bOMf+IKh7Ym5vy8alL/H3vEQBbb0fxTZ0qDPIqy+6IaO4lpeRPAwsZuT6EKPpkXFsBy5rnfOPGDaZMmYK/vz9+fn5MnTqV5ORkrfxbt26lR48eVKtWjdq1a/Puu+9y5472E+GQkBCGDx+On58f1apVo0+fPhw/flwrX3BwMD169MDX15dWrVqxdu3aV2pPUFAQo0aNokmTJvj4+NC8eXNmzpxJSormjXTKlCn4+voSERHBqFGjqFWrFiNHZtwk0tPTmTdvHo0aNaJ69eoMGDCAq1ev0qJFC6ZMmaKxn4SEBL755huaNWuGj48PLVu2ZMGCBaSlpanzRERE4O3tzc8//8zKlStp3bo1vr6+nD179pXa+l8LCjpOYmISPXu2Vt+QAcqUcaJNmwacOBHCvXsPctzH5s37ARgypJtGet++7TE3N2XTpv3qtORkBbt3H8HNzVl9Q84yZEhXnj5NY+vWg6/arEJLzod+OX7wIklPFLTtUlcdZAM4udjRqGU1zgdf58H92Bz3EbQ9GIDu/ZtopHd8qyFmZiYE7Tidp7o4l8kIrp8kaP8NL07kGtEvjV3ssTYxZtut++ogGyA6OYWDkQ/xc7TFyTznh8/xqU9JTE3LMU8WMyNDmpW2J/KJQh1kZ1l3PRJjQ0PedHV68YYUEXJ9FCKGBoX/RxQICbT1xIQJE3jy5AkTJkygXbt2BAYGMn/+fI08P//8M5MmTcLNzY0PP/yQt99+mzNnztCnTx9iYmLU+U6ePEm/fv2Ii4tjzJgxTJw4EaVSydChQzlx4oQ635UrVxg6dCgxMTGMGzeOHj16MH/+fPbu3fvS7QgMDMTU1JQBAwYwbdo06tWrx2+//aYVIAOoVCqGDh2KtbU1kydPpnPnzgB8//33zJ8/Hx8fHyZPnkz58uUZOnQoSUmaQ9oUCgUDBw5k48aNdO7cmU8++YR69eoxf/58Pv30U63jbd68maVLl9K9e3emTp2Ko6PjS7ezIJw/HwZAzZqVtbbVrFkFgAsXrmZbXqVSceHCVZycSuH6ry835uZmVKlSQaN8WNgtFAolNWroOl5lDAwMCAkJe6m2FAVyPvTL5dDbAFSp5qG1LSst7J/sh6mqVCrC/rmDvWNJnEuX0thmZm5CBe8yhF3UXT4hPom42CdE3HrA5rWH2bPlFC6u9pQt7/xyjSki5BrRL2/YlQAg9HGC1rYLj+MBqJyZJz94lrDE3NiI0Mx9P+/i43jSVSqq2Fnn2/EKG7k+hCj6ZOi4nqhSpQrffPON+v+xsbH8+eefTJo0CYDIyEjmzp3L2LFjGTt2rDpfhw4d6NChA8uXL2fChAmoVCo+/fRT/Pz8WLZsGQYGGU+xevfuTbdu3ZgzZ4661/rHH38kPT2dVatWUaZMGQDatm1Lx44dX7od3333HRYWFur/9+7dm3LlyvHDDz8wefJkSpd+NkcyNTWVZs2aMXXqVHXaw4cPWb58Oc2bN2fRokXq+s+fP5958+ZpHGv58uXcuHGDwMBAPD09AQgICMDNzY0ffviBoUOHUqFCBXX+yMhIdu/ejZNT4XyCHhX1EAAXFwetbVlp9+8/zLZ8bGwCyckpVKqke4EVZ2d7zp69TGJiEtbWlup96TqeqakJdnYl1XUqjuR86JeH0bEAODjbaG1zcLLRyKNLQlwSKYpUPDx1D5t0cLLhUsgtniQqNHrMAcb2m0P0vccAGBgYUKNOJcZO6Y6xsdFLtKTokGtEvziamwHwIFl7qPaDZGVmnvybTuVokXU8pda21HQVccpUnDLrVBzJ9SFE0Sc92nqiV69eGv/39/cnNjaWxMREAPbs2cPTp09p3749MTEx6h9ra2u8vLzUPdWXL18mPDycjh078vjxY3W+xMREGjRowPnz50lOTiYtLY3Dhw/TokULdZANUL58eRo1avTS7cgKstPT00lISCAmJgY/Pz9UKhUXL17Uyt+3r+ZiQceOHePp06f06dNHHWQD9O/fX6vszp078fPzw87OTuMzadAgY0jUyZMnNfK3bNmy0AbZAMmZX45MTU20tmWlKRTZz3XL2qarPICZmanGcZ4dT/fzODMzE3We4kjOh35JUaQCYGKi/fmYmhlr5MmxfDafb9Z5SlFoBw2Tv+rL9PkjmPB5APWbVeVp6lOeJCperAFFkFwj+sU8cxV8ZXq61rasNHOj/Hs4lHW8VB3HA1CmpWNWjFfml+tDiKJPerT1xPPBLkDJkiUBiIuLw9ramps3bwLQrl07neXLli0LQHh4OAAff/xxtseKjY3F2NgYhUKBh4eH1nZdaXkVFhbGt99+y8mTJ1EoNL9oZj00yGJoaIirq6tGWmRkJADlymk+obW1tcXGRrOn6ubNm1y+fJn69evrrMujR5pzwtzd3fPeED1kkdk7oFRqBwtZaeY59A5kbdNVHiAlRalxnGfHe5pN/lTs7ErmpepFkpwP/WJmnvFlMzVV+/NRpjzVyJNj+Ww+36zzZKajx69qjfLqf7/ZsTYLZ21k0vAFLFo7kdJu9nlsQdEj14h+UaRlBLymhtrBbVaaIi1v869f5HgmOo4HYGpkSFw256o4kOujEDGQOc7i5UigrScMs7kRqVQqIKOHGOCXX37B2Fj7tJmZmWnk/+CDD/Dx8dG5z1KlShEfrz1n6lUlJCQwcOBALC0tef/993F3d8fc3JyoqCimTJmibkMWY2NjnW3Jq/T0dOrVq6deRO3fsh4+ZDE3136fZGHi7PxsKJmnp2bbchoSlsXWtgQWFmbZDkWLinqEtbWlelGWnIauKZWpPH4cT/Xq3i/ekCJCzod+cXCyBeBhVBzu/5ob/TA6TiOPLiVsLDEzN1Hn/beH0XFYWplrDRvXpVVHf7b+cYSg7cH0H1l8300r14h+eZDZA+poYcatRM2F+hwtTDPzaI/YeOnjJWcdT/vhlImhATamJlzUMV+8uJDrQ4iir/iO2Slksnpjy5QpQ4MGDbR+/Pz8gGfBpZWVlc58DRo0wMzMjFKlSmFubq7uKX+errS8OHHiBI8fP2bGjBkMHjyYFi1a0KBBgxcarp3Vs3/r1i2N9MePHxMXp/kF2N3dnSdPnmTbzn8H2oVdtWpeAJw9e1lr27lzGWm+vpWyLW9gYICPT0Wio2O4ezdaY5tCkcKlSzc0ynt5lcPMzFS9738fT6VSqetUHMn50C/eVTOu90sXbmptu5yZ5vVG9n8TDAwMqPRGWR49iCfqXozGthRFKjeuROJVNW9/U5QpGT1MicV81XG5RvTLpcyg1kfHgmc+mT2Zl/Mx8L2ekERKWpp638+ralcCQwMDLj1O1FGyeJDrQ4iiTwLtQqJNmzYYGRmxYMECda/187JWHffx8aFcuXIsX75ca6j28/mMjIxo1KgRBw4cUA/Xhoyh54cPH36pOmb1yj9fv/T0dJYtW5bnfdSvXx9jY2PWrFmjkb5q1SqtvO3atePChQscPKj9OorExESUyvx7Mq8PWrWqh5WVBevX7yEx8dkK7JGR0ezadYQ6dXwpXTpjJfXkZAXXr98hOlozYOjSpTkAy5Zt1Ehfs2YnCoVSvR3AwsKc1q0bEBERxZ49RzXyL126CWNjIzp21HwNUnEi50O/1G/mg4WVGbs2ndCYHx19/zGH9oVQzc8TRxdbABQKJXduRhPzUHNkT8v2GQ8sA1f+rZG+/c+jpKSk0qJ9LXWaIjmFZB3v/1WpVGxacwiAyr66FykqLuQa0S9/33/Ek9SndCznguVzC/U5WZjRrIwDZx7GEp3Zo21mZIi7tQX2ZtlPt8hNSlo6B+89ooyVOU1Ka06hCPB05Wl6Ovvu5vz6qqJMro9CpKBfzSWv9yq0ZOh4IVG2bFk++OADZs2aRWRkJC1btqRkyZJEREQQFBRE+/btGTduHIaGhkyfPp1hw4bRoUMHevTogYuLC9HR0Zw8eRKVSsWKFSsAGDduHIcOHaJfv3706dOH9PR0Vq5ciaenJ1euXHnhOtaqVQtbW1umTJlC//79MTY2Zvfu3Vqv5cqJg4MDAwcOZOnSpYwaNYrGjRtz5coVDh48iJ2dncYCacOGDePAgQOMHj2arl27UrVqVVJSUggLC2PXrl1s3boVNze3F26HvrKxsWby5CF89tlC+vSZTEBAW5TKVFau3AYY8PHHw9V5Q0KuMnDgR3Tr1oIZM95Xp3fv3opNmw6wYsU2EhKS8PevypUr4axevYM6dXzp3LmZxjEnTBjAsWPnmDx5NhcvXsPNzZmgoBMcOHCK0aMDcHcvTXEl50O/lChpybB3OzLvmw1MHDqfdt3rkZr6lC3rjmBgYMDID7qo84aF3ubDUT/RqqM/H3zeW53+ZqfaBG0PZsu6wzxJTMa3ZgVuXL3Htj+PUs3Pkxbt/NR5795+yOQRi2jYwhe3co7Y2Frx6GE8h/aFcPPaPfwbeNPkzer/6Wegb+Qa0S+JqWks/Ocmk6pXZGGjamy5eR8TI0N6lC8NqPgxNFydt4ptCeY19GXn7Sj+d+7ZK6KsjI3oUT5j5Jm1SUawXtHGioGVMkZ7XIt/wtGoZ8Hg4ku38HOwZVpNL9bbRHIvSUEjF3saupRi+ZXbRCYV30UD5foQouiTQLsQGTp0qLq3etGiRahUKpydnalXrx5t27ZV56tduzbr1q1j4cKFrF69msTERBwdHfH19eWtt95S56tcuTJLlizhm2++4ccff8TFxYWxY8fy4MGDlwq0bW1t+fnnn5kxYwbz5s3D0tKS1q1b06dPH/U7svNi4sSJmJubs379eo4dO0aNGjVYunQpffv2xdT02Vwvc3NzVqxYweLFi9m1axebN2/GysoKDw8PRo8eXejek50XvXu3w9a2JEuWBPLtt8swMTHB3/8N3ntvAJUrl8+1vJGRET///BkLFqxl585DbN/+N46OdgwZ0o0xY3pj9K8VZ8uUcWLt2m+ZM2cFa9fuIilJgYeHK19+OYaAgLbZHKX4kPOhX9r3qE8JG0s2rPiLpT9ux9jEiKo1yzN4dDvKVyqTa3kjI0O+nDuM1b/s5e+95zi4+xylHErQvV8T+g1/E6PnVkh2cLalZQc/Lp4L59jBUJKepGBlbY6HpwvjPnqLNl3qZLv2RnEi14h+2XLrPvHKVPpUdOOdNzxIVakIeRTPL5dvcj0+94fiJUyMGV5Fc6RGZdsSVLbNGI6+83aURqAdnZzCO4fPM6KyB53LuWBhbETEk2Rmnb/K1ltR+du4QkiuDyGKNgOVrnHIQuiZ+Ph4ateuzXvvvcc777xTYPUIDQ3Fxyf/3jMqXk1oqFLOh54JDVViWS4894ziP5F0q7xcI3okNFTJOzdiC7oaItOiCrZyfegd/ZsnXuGdwIKuwiu7sah7QVehWJIebaF3FAqF1grhv/32GwB16tQpiCoJIYQQQojiSAYniZckgbbQOzt27GDjxo00adIES0tLzpw5w7Zt22jUqJF6dXUhhBBCCCGE0FcSaAu94+3tjZGREb/++itPnjzB3t6egQMH8t577xV01YQQQgghhBAiVxJoC71TtWpVli9fXtDVEEIIIYQQQoiXIoG2EEIIIYQQQuhiIO+hFi9HpvcLIYQQQgghhBD5SAJtIYQQQgghhBAiH0mgLYQQQgghhBBC5COZoy2EEEIIIYQQuhjKHG3xcqRHWwghhBBCCCGEyEcSaAshhBBCCCGEEPlIAm0hhBBCCCGEECIfyRxtIYQQQgghhNBBJe/RFi9JerSFEEIIIYQQQoh8JD3aQryg0FBlQVdBPEfOh/5JulW+oKsgniPXiH5ZVMG2oKsgniPXh37x8SnoGgiRfyTQFuIFVaySUNBVEJmuXSqBj49pQVdDPCc0VIlp2ZsFXQ2RSXnHQ64RPRIaqqR2++kFXQ2R6dSOj/GsHF/Q1RD6Tsb/ipckvzpCCCGEEEIIIUQ+kkBbCCGEEEIIIYTIRxJoCyGEEEIIIYQQ+UjmaAshhBBCCCGELobyei/xcqRHWwghhBBCCCGEyEcSaAshhBBCCCGEEPlIAm0hhBBCCCGEECIfyRxtIYQQQgghhNDFQOZoi5cjPdpCCCGEEEIIIUQ+kkBbCCGEEEIIIYTIRxJov4DAwEC8vb2JiIgo6Kr8Z6ZMmUKLFi0Kuhp5duLECby9vTlx4kRBV0UIIYQQQghRTMkcbVHkHTx4kJCQEMaNG1fQVckX+/YGs3zJDq5ejcDExJhafl6Me+8tKlVyy1P55OQUFi/azO4dJ3jwIA5HRxvatq/HiHc6Y2FhppH32NFQgvae5vKlW1wNi0ChUDJ9xgg6dm7wOppWKO3Zc5Rffw0kLOwmJibG+PlVZcKEgXh5lctT+eRkBQsWrGXHjkNER8fg5FSKDh2aMHp0ABYW5lr5796NZvbs3zhy5BxJSQrKl3elf/8O9OzZJr+bVigdPRBC4IoD3Lx2H2MTI6rWKM/A0e0p51k6T+UVCiVrf93Dob3niHkYTymHkjRpXZOAoW9ibm6aY9nt6w/z07cbAVi29RMcnG1ftTlFglwj+qVL29pMGNWJqpXLokx9ypGTV/hs5lr+Ccu9E6FShdIM6d2c6j4eVK/qgb1dCZat2c/oD3/Jtkz7VrUYO7QdVSq5UbKEBZH3Ywg6FMrsn7ZwO+JhfjatUAraG8zypTuf3dNreTHuvR5UfIF7+s+LtrBr5wkePojDwdGGdu3rMnyUrnv6Rfbv+/c9fTgdOsk9PUfyHm3xkqRHWxQptWvXJiQkhNq1a6vTDh48yPz58wuwVvkncMNBPhg/n+RkJe9N6MXwEZ0Iu3yHQX2/5mrYnVzLp6WlM3bUbJb9uoNa/t589MkAmjSrwW/LdvLu6B9IT0/XyL9j2zE2bviblJTUPN/0i5P16/cwbtw3JCcrmDhxMKNG9eLKlXB6957ElSs3cy2flpbGiBFf8MsvG/D3r8pnn42iefM6LFkSyKhRX2mdj/v3HxIQMJF9+47Tq1cbpk0bgYuLPdOmzWf+/DWvqZWFx57NJ/jmw99QJCsZPLYDvYa0JPzqPSYNm8fNa/dyLZ+Wls4X7/3Kht8PULVGBUZN6k6dRm8QuPIvvpqwROt8PC/6/mN+W7ADC0uzbPMUR3KN6JdBAc1Y+/MELC3NmPbNGmbN20S1Ku4c2PgFVb3L5lq+bq1KvD+qE+XdnTh9/kau+ce83ZYNSydhU9KSOT9tZeLnv7Pv7wsM6tWUw1un4+xokx/NKrQ2bvibD95bQHJyCu+935NhIzoSduUOg/pNz/s9/Z05LFuyAz9/b6ZO60/TZjX4bdkuxo+Zm/09XSH3dCH+C9KjXYCSkpKwtLT8T46lUqlISUnB3Fz76X9RYmhoiJlZ0fyiGx/3hO9nrsXZpRS/rfoYa2sLAFq3rUO3Th8x85vV/Lrswxz3sWXTYYJPXaFPv1ZM+bi/Or2MqwOzv13H9q3H6NSloTp97Pi3mPbZIMzMTNm88RChF3L/YlVcxMUlMmPGElxcHFizZhbW1hnXcrt2jejQYQzTp//C779Pz3EfGzfu5+TJUAYM6Mi0aSPV6a6uTsycuZQtW/6ia9dnUzdmz/6dBw8eM2/eVFq3zuiB6NWrDaNGfcWiRevo0qU5Zcu6vIbW6r/E+CSW/LAFBycbZv0yDkvrjL91jVrVYEzALH75fhPTF72T4z72bz9F6JnrdOzViJETu6nTncqUYuncrfy18wwtOvjrLLvgmz9xLeeEm4cTf+08nX8NK8TkGtEvtjZWzPxkABGRj2jR/XMSEpMB2LDtOGeCvuO7zwfRrs/XOe5jx74zlPYdRmzcE9zdHLhydF6O+d8f2ZG79zKOl5KSqk4PvxXFzE8H0LVdHRb/vvdVm1Yoxcc94ftZa3F2sWP5yufu6W3q0L3zx8z6ZjW/5HJP37r5MKcz7+kfftRPnZ79Pb1H5j3dhM0bD8s9XYjXTHq0X1FwcDDvvfcezZs3x8fHh0aNGjFt2jRiY2M18s2bNw9vb2/CwsKYNGkSderUoWPHjurtq1atomXLllSrVo233nqLU6dOMWDAAAYMGKCxH6VSyfz582ndujU+Pj40btyY//3vfyQnJ2vk8/b25tNPP2XHjh106tQJX19fduzYkWNb9u3bR8eOHfH19aVjx47s3av75qdSqVixYoV6v/Xr1+ejjz4iJiZGI1+LFi0YOnQox44do3v37vj6+tKmTRs2bdqktc+YmBg++eQTGjZsqD7+H3/8oZVvx44d9OjRg1q1alGzZk3atWvHggUL1Nv/PUd7ypQprFq1Sv2ZZP0Uxnn2B/afITExme49mqhvyACly9jzZht/Tp24xP17j3Lcx7YtRwAYOLitRnpAn5aYm5uydfMRjXRnZzvMzHIeLltcBQUdJzExiZ49W6sDCIAyZZxo06YBJ06EcO/egxz3sXnzfgCGDOmmkd63b3vMzU3ZtGm/Oi05WcHu3Udwc3NWBxBZhgzpytOnaWzdevBVm1VoHf87lKQnClp3qasOsgGcXOxo0KIaIaev8SDqcY772L8jI0Du1q+pRnr7Hg0xNTNh/45g3eW2B3PuZBhjP3oLQxliqCbXiH7p+KYfNiUtWbb2gDrIBrgT+YiNO07QrGFV3EqXynEfMbGJxMY9yfMxS5awJCb2iUaQDRAZlfF9ISlZ+QItKFoO7D9LYmIy3XTc01u19ufUycu53tO3bjkKwIDBmtMievVugbm5Kdsyt2fJuKeb5FMLhBC5kR7tV7Rr1y4SEhLo1asX9vb2XLlyhfXr13P16lXWrl2Lwb/evff+++/j5ubG+PHjSU3NuPGsXr2aL7/8Ej8/PwYPHkxkZCRjxozBxsYGF5dnT95VKhVjxozh1KlT9OzZk4oVK3L9+nVWr17NtWvXWLJkicbxgoOD2b17N/3798fBwYEKFSpk247Dhw8zbtw4PD09mTBhAnFxcXz00Uc4Oztr5f3ss8/YsGEDXbt2pV+/fty7d4+VK1dy4cIF/vzzT40e5YiICN5991169uxJly5d2Lp1Kx9++CGmpqa0b98egJSUFAYNGsSNGzfo27cv7u7u7Nu3j08++YTY2FhGjBgBwNGjR5kwYQL16tXjgw8+wNDQkPDwcM6cOZNtuwICAoiOjubIkSPMmjVLnV6qVM5fJvTRhZCMJ8/Va1bU2la9RiW2bDpCaGg4LqXtdZZXqVSEhobj6GRLGVcHjW3m5qZ4V3bnYmh4/le8iDp/PgyAmjUra22rWbMKGzfu58KFq5Qu7aizvEql4sKFqzg5lcLV1Uljm7m5GVWqVODChavqtLCwWygUSmrU0HW8yhgYGBASEvYqTSrUwkJvA1C5mofWtirVPNi/PZir/9zB0dlOZ3mVSsXVf+5QyrEkTv8KNszMTajgVYar/2gP5Xz8KIFf52ymS58meHrLUMznyTWiX2pn3juOn9b+DI6fDmNAz6b4Vfck4l6M1vaXte/vELq1r8uMaf1Zvu4ACQnJVPfx4KsP+xDyzy3+3Hos345V2GT1JlevUUlrW/UaFdm6+QgXc7mnX8y6p5fRvqd7VS4r9/T8Is9PxUuSQPsVffDBB1hYWGik1ahRg4kTJ3L69Gn8/TWHGVaoUIF5854NtVIqlcydO5c33niD3377DROTjCeNXl5eTJkyRSPQ3rZtG4cOHeL333+nTp066nQfHx8mTZrEkSNHaNSokTr9xo0bbNy4kSpVquTaju+++w57e3vWrFlDiRIlAKhbty6DBw/G1dVVne/MmTOsW7eOmTNn0rVrV3V648aN6devH5s2bSIgIECdfvPmTb7//nt1731AQABdu3Zl1qxZtG3bFkNDQ9atW0dYWBgzZsygW7eMXou+ffsydOhQ5s2bR8+ePbGzs+Ovv/7CysqKJUuWYGRklGubAGrWrImHhwdHjhyhS5cueSqjr6IyewCcnbUfEjhnBg9R97PvsYuLe4IiWUnFirqDAWdnO86fu0ZiYrLG03WhW1RUxiI+Li4OWtuy0u7fz36hn9jYBJKTU6hUSfeCUM7O9pw9e5nExCSsrS3V+9J1PFNTE+zsSqrrVBw9jI4DwMHJVmtbVlpWHl0S4pJIUSgp56l7WLG9ky2XL9wiKVGh0WO++NtALK3N6TtCFtr6N7lG9Itr5gOkuzp6Se9mBteuufRov6ixU37F0MCAMW+3ZfyIDur0TTtOMGzCIpIVxbdHO+p+1j1d++Gfs0vmPT2HUTi539NLEXLuutzThShAMnT8FWUF2SqVisTERGJiYqhZsyYAFy9e1Mrfp08fjf+HhoYSGxtLz5491UE2QKdOnbCx0VwkZOfOnXh4eFCxYkViYmLUP3Xq1MHAwEDrlVY1a9bMU5AdHR3NpUuX6Ny5szrIBqhfvz6VKmk+ad25cyeWlpY0btxYow4VKlTAwcFBqw729vbqnmsAc3Nzevbsyb1797hy5QqQsVhZqVKl6Ny5szqfkZERgwYNQqlUcuxYxhPvEiVKkJyczOHDh3NtU1GkyBxiZ2qq/XzMNHMomEKRkkP5lGzLa+wjOft9iGeS1Z+n9jC8rLQcz4ci+/KAesh+1nGSczl/ZmYm6jzFUUrmF3YTHZ9PVlpKDl/qU1Iyy5tkc33o2MexAxc4sj+E0VPeynVF8uJIrhH9Ypm5AnWK8qnWNkXm0G5Li/xd4yRFmcrNOw84dOISoyYtJmD49/yweBvtWtZi5cLxmJjk7aF5UaRQZH9PN8u6PnIYWp/bPd3MLPd9CCFeL+nRfkX37t1j1qxZHDx4kCdPNOctJSQkaOUvW1ZzVc/IyEgAypXTfGJvbGys0ZMMGb3D4eHh1K9fX2ddHj3SfErt7u6epzZk1cHDw0Nrm4eHB//8849GHZKSkmjQQPerIHTVwdBQ83lO1nHu3r1LlSpVuHv3LuXKldPqpfb09ARQz6fu27cvu3btYsSIETg5OdGgQQNat25NixYttIboF0XmFhlfKpU6viQpM78kmZtn/yXJPPMLlK7yGvvI5y9aRZWF+vNM1dqWlZbj+TDPvjw8C/yyjmORy/lLSUnFzq5kXqpeJJllBrqpOj6frDSzHILhrKAtNTWb6+Nf+0hMSOanbwNp1rYWtep5v3zFizC5RvRLUmZgZqYjMDPPDMqS8vFBhIGBAVtXTsXFyZZaLSepg/ktu4O5fiuKef8bypDeLfh5RfFcDC3r4Zyu39eUrOvDIvu/Wbnd01NSct+HyBuVrL0hXpIE2q8gLS2Nt99+m5iYGEaOHImnpycWFhakp6czbNgwVCqVVplXWfU7PT2dihUr8vHHH+vc7uSkOYftday+nZ6ejq2tLXPmzNG5vWTJ1/clxt7eno0bN3Ls2DH+/vtvDh06xKZNm2jevDmLFi0q8sF21pDxqKgYKniW0diWNbwsa7iZLjY2VphbmKqHoP9bVNRjrK0tZIhZHjk7Pxv66ump+QAtpyGsWWxtS2BhYZbt0NmoqEdYW1uqF5HKaaitUpnK48fxVK9efAM+B6eMEUAPo2MpW15zbYmH0bEaeXQpYWOJmbmpOu+/PYqOxdLKXD1sfPXPu0lMSKbDWw2JvPPsnCQnZQQqUfdiUCqfUtrNvsj/bcqOXCP65dnwcHuuXIvU2PZsWHn+zc9uUNub+v7eLFq2Wx1kZwncdpx5/xtK0wZvFNtA29kl657+WPuenjkNTNew8iy539Nj5J4uRAGToeOvICwsjBs3bjBlyhRGjhxJq1ataNiwoVavdU7KlMn443rr1i2N9KdPn3L37l2NNHd3d2JjY6lfvz4NGjTQ+qlYUXuRrBepw82bN7W2/TvN3d2d+Ph4qlevrrMOPj4+Gvlv376t9R7HrH1m9di7urpy69Yt0tLSNPLduJGxUIib27P5R6ampjRt2pRPPvmE3bt3M3z4cA4cOJDjgmhF5Uuuj2/GYnbnz13X2nb+3LWMPD7lsy1vYGBA1arleRAdS+RdzS+iCoWSK5dvUzWH8kJTtWpeAJw9e1lr27lzGWm+vtqL3GQxMDDAx6ci0dEx3L0brbFNoUjh0qUbGuW9vMphZmaq3ve/j6dSqdR1Ko68qmaM4Ll84ZbWtqy0Sm9k/7fZwMCAilXciHkQT/S/go0URSo3wiI1ykffi0GZksqkYfMY2eMb9c+xAxcAmDJiASN7fKOzh724kGtEvwRn3jvq1tL+zLPSTp/Xvr+8LNfMQNLQSPurprFxxgg24zyut1IUVfXNuN+GZN6/nxeSeR5yuidr3NMjte/pYZfvyD1diAImgfYryBoS/e+e66VLl+Z5Hz4+Ptja2rJ+/Xr1KuQAW7duJS5Oc+Ge9u3b8/DhQ1avXq21H6VSSWJi4otUX83JyYkqVaqwZcsWjeHux44d4+rVqxp527dvT3p6usYrtbKkpaVp1fnRo0carxVTKBSsX78eFxcXvL0zehaaNWtGTEwMW7duVedLT0/n999/x9TUVD1U/vFjzUVBDAwMeOONNwDdw/SzZM2j/3fdCpsWLWthZWVO4J8HSXzu1Sz3Ih+xd/cp/OtUVq9OmpycQviNSB48iNXYR8fOGUP+f1++SyP9j7X7USiU6u0id61a1cPKyoL16/eQmJikTo+MjGbXriPUqeOrXk05OVnB9et3iI7WDOC6dGkOwLJlGzXS16zZiUKhVG8HsLAwp3XrBkRERLFnj+YrW5Yu3YSxsREdOzbJ1zYWJvWa+mBhZcaeTcdJSlSo06PvP+ZI0Hl8/TzVK44rFEru3Iwi5mG8xj6at/MDYOMqzVdA7dxwFGVKqno7wFsDWzDlm4FaP75+GVNexkx9iynfDMS4GM9BlWtEv2zdE0x8QhJv92lBied6OcuWsad7h3ocPHpRveK4hbkpXp5lcNGxuGBe/ROWMe2rcxt/bEpaamwb0DPjPJzSEWQWFy1aZN7TN2RzT6/973v6Pa17eodOGd+PVizfrZG+fu0BFAqlersQomDI0PFXUKFCBTw8PJg5cyb379/HxsaGQ4cOcf/+/Tzvw9TUlHHjxvHVV18xaNAg2rVrR2RkJIGBgVpzrDt37syuXbv48ssvOXXqFH5+fqhUKsLDw9m5cydz586lbt26L9WWCRMmMHLkSPr27Uv37t2Jj49n5cqVVKpUiaSkZ1+QateuTb9+/ViyZAlXrlyhcePGmJiYcPv2bXbv3s27775L9+7d1fk9PDz44osv+Oeff3BxcWHLli2Eh4fz3XffqR9U9OrViz/++INp06Zx6dIlypYty759+zh27BgffPABdnYZX46nTZvG48ePqV+/Pi4uLkRFRbFq1SocHR21Vnd/XlYv+5dffkmTJk0wNjamefPmWFpaZltGH5W0seL9iQF8/cVvDOo3nbd6NUOpTGXtqn0YGBgweUpfdd7QCzcYNngmnbs25Kv/DVend+nWmK2bj7Bm1T4SE5Op5e9F2OU7/LF2P/51KtOhk2agHXblDn8dOAvA5UsZvYJ/7T+jfnrerHlNvLzzPoKjKLGxsWby5CF89tlC+vSZTEBAW5TKVFau3AYY8PHHzz73kJCrDBz4Ed26tWDGjPfV6d27t2LTpgOsWLGNhIQk/P2rcuVKOKtX76BOHV86d26mccwJEwZw7Ng5Jk+ezcWL13BzcyYo6AQHDpxi9OgA3N1L/0et1z/WJS0ZMq4TC2f8yeTh82jbrT6pqU/Z9sdhDAwMGP5+V3Xeqxdv89E7i2jRwZ/3P3u2QGWrTnU4sOM02/44TFKigqo1KxB+NZIdG47i6+dJs+cCbV2vEQM4eThjTQv/BlVwcLZ9HU0tNOQa0S+xcU/46H+rmf/NMPYHfs6SVUGYmZrwzuA2qFQqJn3xuzqvfw1P9vzxKSvWH2TEBz+p00uWsOCdwW0BsM0MnqtV9eDDcRlvDLlw6RY79mWMMAu9fJsN247To2M9ju/4hqVr9vM47gn1/b3o3bUh12/e55eV+/6r5uudjHt6L77+4ncG95/OWz2boUx9yprMe/qkKc/+NoVeCGf4kJl06tKQr/43TJ3epVtjtm05yppV+0hISMLP35uwK5n39Nq67+kH1ff0jFciHth/Vj3KrWkxvqfnSOZoi5ckgfYrMDExYdGiRUyfPl39yqnGjRvz66+/0rBhwzzvp3///qhUKpYtW8asWbOoXLkyixYt4uuvv9aYZ21oaMj8+fP57bff2LRpE0FBQZibm1O2bFn69u2r7iF+GU2aNGHu3Ln88MMPzJ49G3d3d/73v/8RFBTEyZMnNfJ++umnvPHGG6xdu5Y5c+ZgZGREmTJlaNeuHfXq1dPI6+bmxueff863337L1atXKV26NN988w2dOnVS5zEzM+O3335j9uzZbN26lfj4eMqVK8dXX31Fr1691Pk6d+7M+vXrWbt2LXFxcTg4ONC0aVPGjBmDtbV1tm1r3bo1gwYNYvv27Wzfvh2VSkVQUFChC7QBegY0x9bWmuVLd/LD939gYmJETT8vxo1/K083RyMjQxb8NIHFizaze+dJdm4/jqOjLQMGt2XkO10w+tcQv0v/3GTBj4EaaXv3BLN3TzCQMX+sON+Ue/duh61tSZYsCeTbb5dhYmKCv/8bvPfeACpXzn3InpGRET///BkLFqxl585DbN/+N46OdgwZ0o0xY3prLRBYpowTa9d+y5w5K1i7dhdJSQo8PFz58ssxBAS0fV3NLDTada9PSRtLAlf+xbJ52zAxMeKNGhUY8E47ylcqk2t5IyNDPvthGGt/3cOhfef5e89Z7BxK0q1vU3oPe1Pr+hC5k2tEvyxZFUTM4wTeH9mJ6R/1Ral8ypFTl/l81h+EXr6da3lbGys+n9RLI82vWgX8qmVMbVqx/qA60AYY/O58Tp65Su9ujZjybjeMjYyIvB/D4t/2Mv2HDcTFJ1GcvdWrOTY21vy2bBc/zF6PsYkRtWp5MXZ8jzzf0+cvep/Fi7awZ9dJdu04kXFPH9Qmm3v6LRbM0xwdsm9PMPsy7+lOzqWK9T1diPxmoNK1YpcocOnp6dSvX58333yTr7/+uqCr81JatGhB+fLlWbJkSUFXJd+EhoZSsUr2w9TFf+vapRL4+MiKqvokNFSJadmbBV0NkUl5x0OuET0SGqqkdvvpBV0NkenUjo/xrByfe0bxn7Ew1r8pbB4f78g9k567Ob197pmyoVQq+fHHH9m8eTNxcXF4eXkxfvx4GjdunGO56Ohofv/9dy5cuEBoaCiJiYnMnj2bDh06aORLTk4mMDCQoKAgwsLCePLkCeXKlaNXr14EBARoPFCNiIigZcuWOo+na98FTXq09UBKSgqmpqYai3Zt2rSJ2NhY6tSpU4A1E0IIIYQQQhRXU6ZMYffu3QwcOBAPDw82btzIyJEjWb58eY5xSnh4OL/88gvu7u5UqVKFU6dO6cx3584dvvrqK+rXr8/gwYOxtrbm8OHDfPHFF5w7d45Zs2ZplWnfvj3NmjXTSKtRo8arNPO1kEBbD5w7d45vvvmGtm3bYmtryz///MOff/6Jl5cXbdvKUDchhBBCCCEKRBF5e83LCAkJYfv27XzwwQeMGDECgK5du9KxY0dmzZrFn3/+mW3ZqlWrcvz4cezs7Dhx4gQDBw7Umc/BwYGtW7dSqdKzNyL07t2bqVOnEhgYqH6F8vOqVKlCly5d8qGFr5dMONMDrq6uuLi4sGLFCr7++muCgoLo0qULy5cvx9RUhvwJIYQQQggh/lu7du3C0NCQgIAAdZqZmRlvvfUWFy5cICIiItuy1tbW6gWNc1KqVCmNIDvLm2++CTx73e+/JSUloVQqc91/QZIebT3g5ubGTz/9lHvGQmb//v0FXQUhhBBCCCHES7h06RLu7u7Y2NhopFerVk293c3N7bUc++HDjNXwdQXrixYt4vvvv1e/6ve9996jSRP9e32jBNpCCCGEEEIIUURlt4BYlqCgIJ3pDx48wNHRUSs9Ky06OvrVK6eDUqnkt99+w9XVlerVq6vTDQ0NadSoEa1atcLZ2Zk7d+6wfPlyRo4cybx582jVqtVrqc/LkkBbCCGEEEIIIXQpxhNtFQqFzmmsWa8fVigUr+W4X331FdeuXWPx4sWYmJio08uUKaP1NqMuXbrQoUMHZs6cKYG2EEIIIYQQQoj/RnY91rkxNzfXOQ86JSVFvT2//frrr/zxxx+MHz9ea2VxXWxtbenevTs///wzERERr20o+8soxs9ohBBCCCGEEELo4ujoyIMHD7TSs9KcnJzy9XiBgYF899139O7dm9GjR+e5nIuLCwBxcXH5Wp9XJYG2EEIIIYQQQggNlStX5vbt21oB7Pnz59Xb88u+ffuYNm0arVu35rPPPnuhslmrn5cqVSrf6pMfJNAWQgghhBBCCF0MDAr/z0tq27Yt6enprFu3Tp2mVCoJDAykatWqlC1bFshYFO369eukpqa+1HFOnTrFhAkT8Pf357vvvsPQUHeIGhMTo5UWFRXFhg0bqFixIqVLl36p478uMkdbCCGEEEIIIYSG6tWr07ZtW+bOncvjx4/x8PBg06ZNREREsHTpUnW+2bNns3HjRoKCgjTmSC9cuBB41uO8d+9ebt26BaAeGn737l3eeecdDAwMaNOmDTt37tSog7e3t7rn/Ntvv+X27dvUr18fJycn7t69y9q1a0lKSmLatGmv74N4SRJoCyGEEEIIIYTQMmvWLObOncuWLVuIi4ujUqVKLFq0iHr16uVadu7cuRr/37lzpzqQzgq0IyIiSEhIAODLL7/U2sfYsWPVgXbDhg25c+cOq1atIj4+nhIlSuDv78+oUaPw9fV9pXa+DgYqlUpV0JUQorAIDQ2lYpWEgq6GyHTtUgl8fLRfOyEKTmioEtOyNwu6GiKT8o6HXCN6JDRUSe320wu6GiLTqR0f41k5vqCrIZ5jYdygoKugxeOzXQVdhVd284u2BV2FYkl6tIUQQgghhBBCF8OXn+Msijfp0RbiBYSGhhZ0FYQQQgghiiQfH5+CroIWjy92F3QVXtnNz9oUdBWKJenRFuIFyTBM/REaqpTzoWfknOiX0FAlj+xvF3Q1RCb7R+5yfeiR0FAlnX++VtDVEM+58aP+BdpCvCwJtIUQQgghhBBCFxk6Ll6SvEdbCCGEEEIIIYTIRxJoCyGEEEIIIYQQ+UgCbSGEEEIIIYQQIh/JHG0hhBBCCCGE0EFlIHO0xcuRHm0hhBBCCCGEECIfSaAthBBCCCGEEELkIwm0hRBCCCGEEEKIfCRztIUQQgghhBBCF+mWFC9JfnWyERgYiLe3NxEREQVdldfmxIkTeHt7c+LEiYKuSp61aNGCKVOmFHQ1hBBCCCGEECJb0qMtCrWoqCj++OMPWrVqRZUqVQq6Ov+JPXuO8uuvgYSF3cTExBg/v6pMmDAQL69yeSqfnKxgwYK17NhxiOjoGJycStGhQxNGjw7AwsJcK//du9HMnv0bR46cIylJQfnyrvTv34GePdvkd9MKJTkf+kXOh/4583cIu9fs5274PYyNjahYrQLdhnXAtULpPJVPUSjZ/ttuTu0/S1xMPDalSlK7ZS06DGyNmbmpRt5l36zm2O5TOvfzZq9m9Bzd5ZXbU9jJNaJf2lQrzYhWlfAuXZLUtHROXX/Ed9v+IexeQq5lyztZE1C/HFXdbHjDzRY7K1PWHbvJ1DXndOYf0syTlj4ueDpbY2tpSoLiKbceJrLu6C0CT94mXZXPjROimJNAWxQqu3btwuC51yxER0czf/58XF1di0WgvX79HqZNm4eXVzkmThxMSoqSlSu30bv3JNasmYW3t0eO5dPS0hgx4gtOngylS5fm1K5dlcuXb7JkSSAhIWEsW/YVhobPBrrcv/+QgICJJCQ8YdCgLri5ORMUdJxp0+YTFRXD2LF9XnOL9ZucD/0i50P/HN5+nN+/XUeZ8qXpPqIjT5VP2b/xEDPHzmXy/Hdxq1Amx/LpaenM+/Bnws5fp15rfypV8yTi+l32rD3Azcu3ee+7URrnJMvbH/XTSivt4Zxv7Sqs5BrRL73qlWNG35pciYxj5paLmJkYMahJBda/34Recw5x5V58juVreZRiRMtK3H74hJDbj2laJeff8eruttyPTebvS1E8fqLE2tyEFlWdmdWvFvW9HPlgxen8bJ4QxZ4E2kVEUlISlpaWBV2N187U1DT3TEVUXFwiM2YswcXFgTVrZmFtnXG+27VrRIcOY5g+/Rd+/316jvvYuHE/J0+GMmBAR6ZNG6lOd3V1YubMpWzZ8hddu7ZQp8+e/TsPHjxm3ryptG7dAIBevdowatRXLFq0ji5dmlO2rMtraK3+k/OhX+R86J8nCUn8sXAzdo62fDj/XSysMno7/ZrX4PNBM1g3byMfzBmT4z6O7j5F2PnrtOjemN7vdlen27uU4s9FWzix9zT129TWKlevtX/+NqYIkGtEv5S0MOHjbj5EPk6i5w+HSFQ8BWDH2bvs/qgln/Twpf/8IznuIyj0HjU+3E58ciqupSw59HnrHPO/97t2IL3sr+ssHVmPbrXL8v22f4h8nPzyjSqq5D3a4iXJHO0XtHv3brp37061atWoW7cuEyZMIDIyUr19//79eHt7Exoaqk47dOgQ3t7eDBkyRGNfffv2pX///hpphw8fpn///tSsWZOaNWsydOhQLl26pJFnypQp+Pr6EhERwahRo6hVqxYjR44kJ/fv32f06NHUqFGD+vXr87///Q+lUqkzb0hICMOHD8fPz49q1arRp08fjh8/rpFn3rx5eHt7c+3aNT744AP8/PyoXbs2n376KU+ePNHa55o1a+jYsSO+vr40bNiQTz/9lNjYWI08t27dYvz48TRq1AgfHx8aNWrEuHHjiI6OVud5fo72iRMneOuttwCYOnUq3t7eeHt7M2/ePAAePnzIxx9/TNOmTfHx8aFBgwYMGzaMq1ev5vhZ6augoOMkJibRs2dr9RckgDJlnGjTpgEnToRw796DHPexefN+AIYM6aaR3rdve8zNTdm0ab86LTlZwe7dR3Bzc1Z/QcoyZEhXnj5NY+vWg6/arEJLzod+kfOhf84fDkXxREGjDnXVQTaAvbMdtZpW58rZa8REP85xH8czh4G/2auZRnqzrg0xMTPJdpi4SqUi+YmC9LT0V2tEESLXiH5507c0JSxM+OPYLXWQDRD5OJmd5yJp4OVIaVuLHPcRm5RKfHLqK9clIiYJyAj+hRD5RwLtF7B582beffddACZMmEDv3r05cOAAffr0ISYmBoBatWphYGBAcHCwulxwcDCGhoacO3eOp08z/pgqlUouXLiAv/+zp+5bt25l2LBhmJmZMWHCBMaOHUtERAR9+/bl+vXrGnVRqVQMHToUa2trJk+eTOfOnbOtt0KhYNCgQRw+fJh+/foxatQozpw5w7fffquV9+TJk/Tr14+4uDjGjBnDxIkTUSqVDB06VOeiae+//z5xcXFMmDCBNm3asG7dOt577z2NPAsXLuTzzz/H3t6eyZMn0759ezZs2MCgQYPUwX5qaipDhw7l9OnT9O3bl88++4y+ffvy8OFDjUD7eZ6enurzERAQwKxZs5g1axZvvvkmAO+++y67d++ma9eufPbZZwwePBiAmzdvZvtZ6bPz58MAqFmzsta2mjUzhs1fuJD9QwSVSsWFC1dxciqFq6uTxjZzczOqVKmgUT4s7BYKhZIaNXQdrzIGBgaEhIS9VFuKAjkf+kXOh/4Jv3QLAE+f8lrbPH08ALh5+U625VUqFTev3MHWwQZ7l1Ia20zNTClb0ZWbV3SXH9/xI8Z3mMroNyfxzTs/cPZQyEu2ouiQa0S/1PCwA+BMeIzWtjPhjwCo5m77Wo5d0sIEOytTyjtaMbBJBXrWK8eth0+4dj/3eeFCiLyToeN5lJqayqxZs/D09GT16tWYm2c8nW/QoAEDBw7kl19+4cMPP8TW1pZKlSpx6tQpdWAXHBxMmzZt2LlzJxcvXqR69eqEhISgVCqpXTtjyFtSUhJfffUV3bp145tvvlEf96233qJt27YsXLiQ77//XqM+zZo1Y+rUqbnWfd26ddy8eZM5c+bQvn17ICMw7dq1q0Y+lUrFp59+ip+fH8uWLVPPhe7duzfdunVjzpw5rF27VqOMs7Mzv/zyizqvo6MjCxcu5OjRozRo0ICYmBgWLlxI/fr1WbJkCUZGRgBUqVKFqVOn8scff9C/f3+uX7/OnTt3mDt3Lm3btlXvf/To0dm2y8HBgSZNmvDjjz9So0YNunR5tshNfHw8p0+fZvLkyQwdOlSdPmLEiFw/L30VFfUQABcXB61tWWn37z/MtnxsbALJySlUqqR7wRtnZ3vOnr1MYmIS1taW6n3pOp6pqQl2diXVdSqO5HzoFzkf+ufxg1gA7BxttbZlpWXl0eVJfBJKhZIy5XUPLbZztOHGxZskP1Goe8xLlipBi+6NKeddFgtrC6LvPGD/xkMs+mQZPUZ1ok3vFjr3VRzINaJfXDJ7q+/Fag/Vvh+r0MiT37ZNbo6bfcaohvR0FUfCHvDpH+d5KquhCZGvpEc7j0JDQ3n48CF9+vRRB9kAdevWpWrVqvz111/qND8/P06fPo1KpUKpVBISEkL79u1xd3fn1KmMYW7BwcEYGxtTo0YNAI4ePUpcXBydOnUiJiZG/ZOWloa/v7/O3uS+ffvmqe5///03Dg4OGgGsubk5PXv21Mh3+fJlwsPD6dixI48fP1bXITExkQYNGnD+/HmSkzVvCP3799dYnGzAgAEAHDhwQN2u1NRUBg4cqA6yAbp06YKDg4P6c7OysgIyhs4nJSXlqV05MTc3x8TEhJMnT2oNUS+skpNTgIwvKP+WlaZQpGRbPmubrvIAZmamGsd5djzdz+PMzEzUeYojOR/6Rc6H/lGmZAxpNTYx0tpmkvk5KxW6pzBllM/YZmKi+zPWtY8eIzvR+93u1G9TmxoNfWjduzmfL/sQJ1cHNv26I9eh6kWZXCP6xSLzulA+1Z7ekJKalpHHVPvayQ/v/x7MwAVHmLjyNHsv3MPEyJASFtL3li1Dg8L/IwqEXFV5lDUPu3x5HUPgPD3ZvXu3+v/+/v6sWbOGa9euERcXh1KpxN/fH39/f4KDgxk2bBjBwcFUqVJFHWCGh4cDaM3jzvLvVVUNDQ1xdXXNU93v3r1L2bJltfbh4eGh8f+sOnz88cfZ7is2NhYLi2dPWMuV03yyXapUKWxsbLh79y6Q/edmZGREuXLl1PnKli3LkCFDWLZsGVu2bKFWrVo0b96czp07Y2dnl6d2Ps/U1JSJEycya9YsGjZsSLVq1WjatCldunShdOm8vVJG31hYmAGgVGrPx8pKMzc3y7Z81jZd5QFSMr/UZh3n2fGeZpM/FTu7knmpepEk50O/yPnQP6ZmGQHZ08yg4XmpmZ+zqeOVPBYAAQAASURBVHn2C1yaZgZuqam6P+O87APA3NKMN3s1Y9WcP7l48gqNO9bLvfJFkFwj+iU587owNdbu8zLLDMKTldrXTn44/dxw9cCTd/isRzXWvtuYdjP2c+fRq3d2CCEySKD9GmQNBz916hRxcXF4enpSqlQp/P39mTlzJk+fPuXs2bMaPcoqVcZwnRkzZuDsnPsrSIyNjTE2zt/Tl1WHDz74AB8fH515SpUqpTM9P0yZMoUePXqwf/9+Dh8+zMyZM1m0aBErV66kYsWKL7y/wYMH07JlS4KCgjh69CgLFy5k8eLF/PTTT9StW/c1tOD1cnZ+NrTP07OsxrachuhlsbUtgYWFWbZDA6OiHmFtbaleJCenoYRKZSqPH8dTvbr3izekiJDzoV/kfOif54eHly6neV/LaVh5FquSlpiamxL7IE7n9scP4jC3MtdYaC07DqXtAUiILb5zUOUa0S/3M4eMl7a14HpUosY2F1tzjTyvW+DJ2wxqWoHuddyZu/Pyf3JMIYoDGTqeR2XKZLzrM6vX93k3btzQ6F12dnbGzc2N4OBggoOD1Que1a5dm7i4OLZs2UJiYqLGQmhly2bc9EqVKkWDBg10/rwsV1dX7ty5Q3q65vCkfy8KllUHKyurbOtgZqb5tPvWrVsa/4+JiSEuLk79eWT3uaWnp3Pr1i2tXvlKlSoxcuRIVqxYQWBgIAkJCSxfvjzbthnk8sqFsmXLMnjwYH7++Wf27NmDqakpP/30U45l9FW1al4AnD2rfRM8dy4jzde3UrblDQwM8PGpSHR0DHfvai4wp1CkcOnSDY3yXl7lMDMzVe/738dTqVTqOhVHcj70i5wP/eNRxR2AGxdvam27cTHj3uFRuazWtiwGBgaU8y5L7MM4Ht3XXDBKmaLkzrW7eHhnX/55UREZ57RkqeLbgyrXiH45fytjGkPN8todGLU8MtJCbsf+J3Uxz+xBl1XHs1HQw75l6HihJYF2Hvn4+ODg4MC6detISXk2pyg4OJjQ0FCaNWumkd/f35+TJ09y9uxZdQ+3u7s7Tk5O/PzzzxgYGGgE2o0bN6ZkyZL89NNPOl+7lbWq+cto0qQJDx8+ZNeuXeo0hULB+vXrtdpYrlw5li9fTmJi4r93o7MOK1euVPeEA6xYsQJA/Xk0aNAAExMTVqxYoRHob9myhYcPH9K8eXMAEhMT1SuyZ/H09MTMzIz4+Phs25Y1jP3feZKTk1EoFBppLi4u2Nvb57g/fdaqVT2srCxYv34PiYnPhnZFRkaza9cR6tTxpXRpRyDjtSrXr98hOlrznHXpkvF5L1u2USN9zZqdKBRK9XYACwtzWrduQEREFHv2HNXIv3TpJoyNjejYsUm+trEwkfOhX+R86J8ajXwxtzTj0LbjJD959vf4UdRjTv91Dq8aFSnllDE1KEWh5N6tKGIfafZe13sz4z6594+/NNIPbj5KakqqxvuyU5JTSE3RHtacEJvI7jUHMDYxxqeO9grYxYVcI/plT8g9EhSpBNQvh7X5sxGKZewsaFfTlWNXH6gXSjM3MaKCkzWOJbMf2p8bC1MjLLOZ8z24WQUAzt58+e+aQghtMnQ8j0xMTJg0aRIffvghffv2pXPnzsTExLBixQqcnZ0ZPny4Rn5/f382bdoEPBtKnpW+Y8cOKlWqhK2trTrd2tqaL774gokTJ9KtWzc6dOiAg4MDkZGRHDp0iEqVKjFjxoyXqnuvXr1YtWoVU6ZM4eLFizg7O7NlyxZMTTXntRkaGjJ9+nSGDRtGhw4d6NGjBy4uLkRHR3Py5ElUKpU6kM4SFRXF8OHDad68OZcvX+aPP/6gUaNGNGzYEMjooR89ejRz587l7bffplWrVty5c4dVq1ZRuXJl9fD548eP88UXX9CmTRv1fO4dO3bw5MkT9Urpuri7u2NjY8OaNWuwtLTEysqKSpUqkZaWxqBBg2jbti0VK1bE1NSUgwcPcv36dT788MOX+hwLmo2NNZMnD+GzzxbSp89kAgLaolSmsnLlNsCAjz9+9jsYEnKVgQM/olu3FsyY8b46vXv3VmzadIAVK7aRkJCEv39VrlwJZ/XqHdSp40vnzs00jjlhwgCOHTvH5MmzuXjxGm5uzgQFneDAgVOMHh2Au3vhnO+eH+R86Bc5H/rHqoQlPUZ1ZtXs9cwc+yNNOtXnaepTDgQeAgMDAsZ2Vee9eek237+/gPptajNk6rOFPhu2q8PxPafYH3iI5CfJVKrmScT1SP7adASvGhXVgThAdMRDfpj8EzUa+uDk5oiltQVRdx5wZOcJkhKS6TO+O7YONv/lR6BX5BrRL/HJqczYdJHpvWuw/r3GrD5yE1NjIwY1qYBKpeKrDRfUeauXs2PNu43488RtJq86o04vYW7MwCYZQXJWb/QbrjaMaZ0xUuBSZDz7Q+8D4OFozdp3G7HrfCQ3ohN5nKjEycac9jXKUNnVhr/+iWL72bv/VfOFKBYk0H4BXbt2xcLCgsWLF/Pdd99hYWFB06ZNmThxotbcZT8/PwDc3NxwcXn2apKsQPv53uws7du3x8nJiZ9++olly5aRkpKCk5MTtWrVIiAg4KXrbWFhwfLly/nqq69YtWoV5ubmdOrUiSZNmjBs2DCNvLVr12bdunUsXLiQ1atXk5iYiKOjI76+vrz11lta+549ezY//fQTs2fPxsDAgJ49ezJlyhSNPKNHj8bOzo6VK1cyY8YMSpYsSbdu3ZgwYYI62Pf29qZJkyb8/fffrF+/HjMzMypWrMiCBQto1apVtm0zMTFh1qxZfP/993z55ZekpqYyduxY+vfvT6dOnTh27Bhbt27FwMAADw8Ppk+frrMdhUXv3u2wtS3JkiWBfPvtMkxMTPD3f4P33htA5craC/X9m5GRET///BkLFqxl585DbN/+N46OdgwZ0o0xY3prrAwPUKaME2vXfsucOStYu3YXSUkKPDxc+fLLMQQEtM3mKMWHnA/9IudD/zTt3ADrkpbsXneADYu3YmxsRKVqFeg6rANunmVyLW9oZMi4GSPY9vtugg+c42TQWWzsS/JmQDM6DmyNodGzgXklS5Wgau3KXLsQTvCBc6QolFiXtKJSNU9a9WyKV3XP19nUQkGuEf2y5uhNYpOUDG9RkSldqpL6VMWpG4/4fts/XI7MffRdSUtTPuj4hkaar7sdvu4ZI0X+PHFbHWjfj00m8OQd/D1L8aZvaazNjUlQPOVKZDwfrT3LH8duoZK3ewmRrwxUKrmsxIubN28e8+fP5/Dhwzg6OhZ0df4zoaGh+PjkvMKt+O+EhirlfOgZOSf6JTRUySP72wVdDZHJ/pG7XB96JDRUSeefrxV0NcRzbvzYtaCroKXcd/sLugqv7NbEFgVdhWJJ5mgLIYQQQgghhBD5SAJtIYQQQgghhBAiH0mgLYQQQgghhBBC5CNZDE28lHHjxjFu3LiCroYQQgghhBCvjUreQy1ekvRoCyGEEEIIIYQQ+UgCbSGEEEIIIYQQIh9JoC2EEEIIIYQQQuQjmaMthBBCCCGEELoYyBxt8XKkR1sIIYQQQgghhMhHEmgLIYQQQgghhBD5SAJtIYQQQgghhBAiH8kcbSGEEEIIIYTQRd6jLV6S9GgLIYQQQgghhBD5SAJtIYQQQgghhBAiH8nQcSFeUGiosqCrIJ4j50P/yDnRL/aP3Au6CuI5cn3oly0jKhZ0FYS+k5Hj4iVJoC3EC3LwvFHQVRCZHl6vwNuXYgu6GuI5S6vY4uNjWtDVEJlCQ5VyPvRIaKiSCpXjCroaItONyzZyfQghXhsZOi6EEEIIIYQQQuQjCbSFEEIIIYQQQoh8JEPHhRBCCCGEEEIHQ+mWFC9JfnWEEEIIIYQQQoh8JIG2EEIIIYQQQgiRjyTQFkIIIYQQQggh8pHM0RZCCCGEEEIIHQzkPdriJUmPthBCCCGEEEIIkY8k0BZCCCGEEEIIIfKRBNpCCCGEEEIIIUQ+0qtAOzAwEG9vbyIiIgq6KkIIIYQQQohizsCg8P+IgiGLoYlXEhUVxR9//EGrVq2oUqVKQVenWPg76AJrlv/Fjav3MDYxplqt8gwf144KFV3yVF6RrOS3n/exf9c5Hj2Mx96hJC3b1WDg8FaYW5hq5F2/8hBHDl7k9s0HJMQlYWllhmtZBzp2r0ubTn4YGenVs7oC0czVngHerlS0sSI1XcW5h3EsvHCLG/FJuZZ1t7agSwVnvG2t8ba1wsbMhM037jP99LVsy7hYmjHGtxx1nO2wMDbkdkIy66/dY3N4VH42q9Das+cov/4aSFjYTUxMjPHzq8qECQPx8iqXp/LJyQoWLFjLjh2HiI6OwcmpFB06NGH06AAsLMy18t+9G83s2b9x5Mg5kpIUlC/vSv/+HejZs01+N63QknOiX4L2nua3pTu5ejUCExNjatbyYtx73alYyS1P5ZOTU/h50RZ27zzJwwdxODja0LZ9XYaP6oSFhZlG3uNHLxK07zRXLt3malgECoWSr2cMp0On+q+jaYWSXB9CFF16FWh36dKFDh06YGpqmntmoReio6OZP38+rq6uEmj/B7ZvPMmsL9ZTvqILI9/rgDIllcC1RxgzaD7zl4/Bs1LpHMunpaXz4dglnDt9g9Yda1G9VgWuhd1j7W8HuRR6h+9/Go6h4bPg+VLobRydbajTwBsbOyuSElM4dugfZn7+B2dOXWPa9D6vu8l6rbOHM9NqV+Ja3BPmh9zE1MiQXhVL82uLagzfH8L1XIJtX/sSDPB2426ign8eJ1LfxS7H/E4WpixtUR1rEyPWXI0k8omCpmXs+di/Eo4Wpvz6z538bF6hs379HqZNm4eXVzkmThxMSoqSlSu30bv3JNasmYW3t0eO5dPS0hgx4gtOngylS5fm1K5dlcuXb7JkSSAhIWEsW/aVxvVx//5DAgImkpDwhEGDuuDm5kxQ0HGmTZtPVFQMY8cW7+sD5Jzom40b/ubLT5dTsZIr49/viVKZyppVQQzu9z+WrfyISl45B9tpaemMe+cHTp+6QofO9anl503YlTv8vmwXFy+Es+jXDzTOx45tx9m5/TjlK5SmYiVXQi+Ev+4mFipyfQhRtOlVoG1kZISRkdF/esy0tDTS0tIkuH9BSqVS44+3eP0S4pP+z959h9d4/g8cf0f2TsggCYIMmhgRo/beI2aDSlA1irYoSuvb76/tV42iA1W1Z2ITMypG7a2ERmKPkISQfXIyzu+PyOE4J7Gikvi8rivXxf08zz3OnZNzPs89HubM2IK9ozVzlgzH3CLnTnWz1tXp1206s6Zt5uf5Q/PNY+eWk5w9dZVuvRvw+Zdd1OllnGz5beZWdm07TdtOtdTp30z5UCuPnn0bMW74Qv7cdppBI9riWCb/4LC4sjTUZ2SNCsSkpjNozzlSMrMA2H3rPqvb1uQLn4oM2x+ebx4H78bTYtMRkjKyKGNmzOYOtfM9f5i3K3amRow7/A/77jwAYPO1GKY3qMJHVcqy/UYs0SnpBdPAIiYhIZkpUxZSurQdQUHTsLAwA6Bdu4Z06DCcSZPms2zZpHzz2LhxD8ePhxMQ0JGJE4eo052dHZg6dREhIfvo0qW5On3mzGXExT1k1qwJtG5dH4APPmjD0KHfM3fuavz8mlG27IvNNCmOpE8Kl8SEFGZOW41jaVsWr/gKCwtTAFq1qU33zhP5cfIq/lg8Lt88tmw+xKkTl+j1YQu+/OrJ54OTcyl++nEN27YcoZNfA3X6iM+78fV/AzE2NiRk40EJtJ8i7w8hir9CFSnpWqMdEBBA27ZtuXz5MoGBgVSvXp1GjRoxf/58reuVSiW//fYbbdu2xdvbm/r16/PJJ58QFRUFwO3bt/H09OSPP/5gxYoVtG7dmqpVq3LmzBkgZ3T266+/pkGDBnh7e9OuXTtWrVqlVcavv/5K9+7dqV27NtWqVaNHjx7s3r1bqz5Hjhzhww8/pHbt2lSvXp2WLVvy3XffaeU3e/ZsWrdujbe3N40aNeKHH34gLS3tua/X+PHjqVq1KtHR0QwZMgQfHx8aNmzIsmXLAIiKiqJfv37UqFGDpk2bsmnTJq08bt++zciRI6lbty7VqlWje/fuWm05duwYnp6ehISEMGvWLJo2bUr16tUJCQmhR48eAEyYMAFPT088PT2ZNWuW+todO3bQvn17qlatSseOHdm1axfjx4+nefPmGmUsWrSI3r17U7duXapWrUqnTp1Yu3atVn2zs7OZNWsWDRs2pHr16gQEBBAVFUXz5s0ZP368xrlJSUlMnjyZpk2b4u3tTYsWLZgzZw5ZWVnPfW0Lo4N7L5CSrKBj1zrqIBvAsYwtTVpW5cyJK8Tee5RvHru2nALAP6CJRnqXD+pjbGLIrq2nXqgupZ1yguvkpOf/nhZXjZ1KYWFowOZr99RBNkBMWjp7bt+nloMNDqb538BLUGaSlPFiv4/G+iVo7lKKO8kKdZCda1VkNAYlStC2nMPLN6SYCAs7SnJyKj17tlZ/YQVwcnKgTZv6HDt2jrt34/LNY/PmPQAMGNBVI71Pn/aYmBixadMedVpamoLQ0EO4uDiqv7DmGjCgC5mZWWzZsv91m1WkSZ8ULvv2nCE5OY2u3Rurg2yAMk6laNm6FieOR3Dvbny+eWwNOQxAQH/NacYf9GqOiYmR+nguB0dbjI0NC6gFxYu8P4oOPT29Iv8j3o5CNaKdl+TkZAYNGkTLli1p27YtoaGhTJ8+HQ8PD5o0yQkYsrOz+eSTTzh48CBt27YlICCA1NRUjh07xoULF3B3d1fnt3nzZtLS0vjggw8wNzfH3t6eBw8e4O/vT1ZWFr1796ZUqVIcOXKEb7/9lkePHjFs2DB1XVavXk379u3p1q0bSqWSLVu2MHz4cP744w91fS5fvszgwYPx8PBgxIgRmJqacvPmTQ4ePKiuh0qlYvjw4Zw4cYKePXvi5ubGlStXWLVqFZcvX2bhwoXPfXOoVCoGDx5MzZo1GTt2LFu2bGHSpEmYm5vzyy+/0KFDB1q1akVwcDATJkzAx8eH8uVz1v08ePCAXr16kZKSQmBgILa2toSEhDBixAimT59Ox44dNcqaN28eJUqUIDAwEJVKRePGjfnss8/49ddf8ff3x9fXFwBPT08A9u3bx6hRo3B3d2f06NEkJiYyceJEHB0dtdqxZMkSmjZtSrt27dDT0yMsLIyJEyeSmZlJ795PpjLNmDGDBQsW0KxZMxo1asSlS5cYOHAgSqVSIz+FQkFgYCB37tyhV69eODs7c+7cOWbPnk10dDSTJuV/l7gwuhh+EwCv6q5ax7yqu7JzyykiLtzCobSNzutVKhURF25hZ2+lDpRzGZsY4ubhRMQF3RsRJiWmkpWlIikxleOHL7Fj8wmcXEpSvoJ2X74rvEtZAnDufpLWsXP3E+no6sh7JS2JfSYoflVu1maYGOhz/oF2fucfJJKtUvFeSYsCKaso+vvvSAB8fCprHfPxqcLGjXs4fz6KMmXsdV6vUqk4fz4KB4eSODtr3rAwMTGmSpWKnD8fpU6LjLyBQqGkRg1d5VVGT0+Pc+ciX6dJRZ70SeFy/vxVAKrXcNM6Vr1GJbZsPsSF8GuULlNS5/UqlYoL4dewd7DByclO45iJiREelctyMfx6gde7uJL3hxDFX5EItOPi4pg6dSpdunQBoEePHjRv3pz169erA9tNmzZx8OBBxo4dy8cff6y+dtCgQahUKo38oqOjCQ0NxcHhyR+m//znP+qguWTJnA+Z3r17M3HiRObNm0ffvn2xsrLC2tqavXv3akw1//DDD+nWrRuLFy9W1+fQoUMolUrmz5+vzg9gzJgx6n9v3bqVAwcOsGzZMurUqaNO9/b2ZuzYsRw6dIiGDRvm+9pkZGTQrl07hg8fDkDHjh1p1KgRX3/9NdOmTaNz584A1K9fn3bt2rFhwwZGjRoFwB9//EFcXBzLli2jbt26APTq1Ytu3boxZcoU2rRpg6HhkzvRKSkpbN++HTOzJ3deGzduzK+//kqNGjXw8/PTqNuMGTOwt7cnKCgIC4ucAKBevXoEBATg7OyscW5oaCimpk/usAcEBPDRRx+pR7oB7t+/z5IlS2jWrBlz585V34SYPXu2xig65ATuV69eZcOGDVSqVAkAf39/XFxc+Pnnnxk4cCAVK1bM97UtbOJiEgCwd7TWOubwOC328Tm6JCakolBkUCGPTdPsHa25cO4GKckKjRFzgI/9f+be3YdAzp1d37pujPqqGwaG/+5Sj8LE4fGmP7Fp2lO1Y9OUj88puCUpT8pTah3LyFbxKD1Dfc67KCbmPgClS9tpHctNu3fvfp7XP3qURFpaOu7uujcgcnQsxZkzESQnp2JhYabOS1d5RkaG2Npaqev0rpI+KVxi7+X8DXdw1F7u41A653tKTEzeI9oJCSko0pS4uTnrPO7oaMu5s1dITk7TGDEXusn7Q4jir1BNHc+LiYmJOmAEMDIyomrVqty69WTjn9DQUKytrQkMDNS6/tlR4RYtWmgE2SqVitDQUHWQHB8fr/5p0KABCoWCv//+G8hZR54bZCuVSh49ekRycjK1atXiwoUL6jwtLXNGu8LCwsjOztbZrh07duDq6oqbm5tGmXXq1EFPT49jx4690OvTs2dP9b+trKyoUKECxsbGGiPSFStWxMrKSmNa/r59+/Dy8lIH2ZDzWvfp04e4uDguXryoUY6fn59GkJ2fmJgYIiMj6dy5szrIBqhTpw4eHh5a5+cG2RkZGTx69Ij4+Hjq1q3LzZs3SUrKGTE8cuSIeoT76T7t27evVn47duzA19cXW1tbjde2fv2c6VLHjx9/oXYUJumKDACMjLTvjxk9npqXrtAOwp693lDH9Tl55KQrdOQx8YfeTJ87iAnf+dOwmReZGVmkJCtergHFjMnjHdeVOt7fyqzsx+cU3I2I/MrLTTd5h3eBT3t8w8PISHuaam6aQpH3+vXcY7quBzA2NtIo50l5ut9PxsaG6nPeVdInhUvu33Zdr49xbn/ouJGnvv7xMcM8+iP3cyi/PMQT8v4oOt72o7nk8V5FV5EY0XZ0dNTaeMva2ppLly6p/3/z5k1cXV1faFOzcuXKafw/Pj6ehIQE1q9fz/r163Ve8+Cp6Zpr165lyZIlXLlyRWO0/Ongr3379qxbt46JEycyffp03n//fVq2bEm7du0wMMh52a9fv861a9eoV0/3Yy4e6Jgi+ixDQ0ONmwaQE+Tres0sLS1JSHgy4hkdHU3r1q218swdAb5z5w7Vq1dXpz/7uuUnOjoaQD1N/Wnly5fXCuJ3797Nb7/9RkREhNYa6qSkJCwtLfPM08bGBmtrzVHe69evExER8VqvbWFjbJLzYapUZmodU6ZnPD4n79//3OszdFyfk0dOuomOPKr6VFD/u23nWvw8ZROfffQbi9d9gZNLqRdsQfGieBxMG+nYFNDoccCrKMD9APIrLzf9UZbuvn0X5D5WSKnM0DqWm2ZikveIf+4xXdcDpKcrNcp5Up7u1zw9PQNbW6sXqXqxJX1SuOT+bdf1+qTn9kc+s3Byj2Xk0R+5n0P55SGekPeHEMVfkQi0C3p3axMTzWmxuSPOHTt2pHv37jqvcXPLWdMUEhLCxIkTadasGYMGDaJkyZIYGBiwfv16tm7dqlHGihUrOHHiBPv37+fgwYOMGTOGxYsXs2rVKkxMTMjOzsbNzY2vv/5aZ5nPBtC65LWGO6/X7Nlp9C/j2detoJw8eZIRI0bg6+vLt99+i4ODA4aGhuzfv58lS5bkOSMgP9nZ2bz//vsMGTJE5/GyZcu+brX/dblTxuNiEnCtqLk2OnfKuIOOaeW5rKzNMDExVE9Bf1ZcTALmFiZa08Z1advJl43BhwjdcooBn2jfrHkX5E4ZdzA15vozm8LlThnXNc379cvT/hJrWEIPG2NDwuO114u/Kxwdn0y1rFRJ8/2d35TJXDY2lpiaGuc5VTMm5gEWFmbqTYvym9qpVGbw8GEi1at7vnxDihHpk8LF4fHjA2NjHlKxkpPGsdh7OVPGHR11r88GsLY2x8TUiJiYhzqPx8Q8xMLCVKaNvyB5fwhR/BWJQPtFlCtXjjNnzqBUKl/6UV0lS5bE3NyczMxM9dTivOzcuZOyZctqrBEGdI6ElyhRgrp161K3bl3GjRvHqlWr+Pbbb9m1axedO3emXLlyXLhwgXr16r2VHQGdnJy4dk37URtXr+ZsmPLsOmpd8qq3k1POh/iNGze0jj2bFhoairGxMYsWLcLY+Mnd22enzj+dp6urqzr94cOHGiP1kPP7kJKS8tz+LEqqeJUjZO1RLpy7Qe16mtPvL5zLeU0re+V9A0FPTw9Pr7L8feoq96IfamyIlq7I4HJkNN7Vda/1elb645GLpMR3d9fxC/FJdK9UhqqlLDke+0jjWNVSOaMCFwsw8L2ckIoiK0ud99O8S1pSQk+Pi/HJBVZeUVOtmgfBwTs4cyaCBg18NI6dPRsBQNWq7rouBXLeH97ebpw4cYE7d2I1NhdSKNL555+r+PhUUad5eJTH2NhInfez5alUKqpV014m8y6RPilcvKtWYN3qffx99grv1/fSOHbu7ysAeHlX0HUpkNMf73m5cvpkJNHR9zU2RFMolERG3KJajUpvpvLFkLw/hCj+is2CvjZt2pCQkKB+tNXTnjeKq6+vT5s2bQgLCyMiQvsPUHx8vMa5z+Z569YtrUdiPXyofcfXyyvngy13zXH79u25f/++1iPEIGf9d3Lym/3S3KxZMy5cuMDJkyfVaenp6QQFBWFvb6+ub35y11YnJiZqpDs6OuLh4UFISIhGO44fP05kpOaulvr6+ujp6WmMXOdO5X9avXr1MDAwICgoSCN95cqVWvVq164d58+fZ/9+7UdVJCcna+1SXhQ0au6FmbkxWzcc01gfHXP3Ifv/PEeNWpXUO44r0pTcuBbLgzjNfmndoSYAq5drvi6b1h4mXZFB6w6+6rS0NCWpqdrrtVQqFetX5eye7/WCgXlxtP/OA5IzMulSsTTmBk/WYjuaGtOirB0nYx+pR7SN9UtQ3tKUUiav/pib9Kxs9t5+gLOFCU2dNafrf+jpTGZ2NqE3838UTHHWsuX7mJubsnbtLpKTU9Xp0dGx7Nx5iDp1qqp3701LU3Dlyi1iYzU3fvLzawbA4sUbNdKDgnagUCjVxwFMTU1o3bo+t2/HsGuX5iONFi3ahIGBPh07Ni7QNhY10ieFS7PmNTE3N2Hj+v0kJz+5SXo3+gF/hp6kVu3K6h3H09LSuXb1LnFxjzTy6NAp5+b18iWhGulrg/eiUCjVx8Xzyfuj6Hjb66tljXbRVWxGtP38/AgJCeHHH38kPDyc2rVrk56ezrFjx2jXrp16x/K8jBkzhuPHj+Pv70/Pnj1xd3cnISGBiIgI/vzzT86fPw9A8+bN2bVrF5988gnNmzcnJiaGVatWUaFCBf755x91fr/99hvHjx+nadOmODs7k5CQQHBwMGZmZjRt2hSAzp07s3PnTr777jtOnDiBr68vKpWKa9eusWPHDn755ReNjcoK2qBBg9i6dSuDBw8mICCAkiVLEhISwuXLl5k+fbp6LXl+ypUrh7W1NUFBQZiZmWFubo67uzseHh6MGjWKYcOG0bt3b7p3705iYiIrV67Ew8ODlJQUdR7NmjVj8eLFDBgwAD8/PxISElizZg12dnbExT0JHOzs7AgMDGTRokUMHTpU/Xiv/fv3Y2trqzG6/vHHH7N3716GDRtGly5d8PLyIj09ncjISHbu3MmWLVtwcXEp2Bf0DbO0MuOTUR2Y8b8NDO8/h8493idDmcmGoEOgp8enY59sGPhP+C1GDvqdtp18mfB9L3V6O7/ahG49xYagQ6QkKajuW5HLkdFsXnOEGrUq0epxIA5w+0Ycn3/8O41bVKWcqz3WNubcj0tg35/nuBp1jzoNPGnWutq/+hoUJkkZWcw6d50Jvm7Mb16NjVfuYahfgg/cyqBSqfjp7JPZIl4lLfm9aVW2Xo/huxNPHrdibqCPv3vOTA2Lxzu4e9iY81GVnJkJkY9SOPjUc21/O3+DOo42fFvHg+CoaKJTFDR2KkUjp5IsuHiTOynv7gZ11tYWjBs3gP/+9zd69x6Hv39blMoMVqzYCujx9deD1OeeOxdFYOBXdO3anClTRqnTu3VryaZNe1m+fCtJSanUquXFpUvXWLVqO3XqVKVz56YaZY4eHcCRI2cZN24mFy5cxsXFkbCwY+zde4Jhw/wpV67Mv9T6wkn6pHCxsjZn5JgPmPTtMgb0/YHuPZuizMggeGUYenowZvyTz4oL568xaMA0Ovk14LsfBqrT/bo2ZGvIYYJXhpGclEbNWh5EXrrF2uC91KpdmQ6dNPdFibx0i/17zwIQ8U/OIyr37TlD9J2c6ctNmtXAw7PoLeUqCPL+EKL4KzaBtr6+PvPmzeP3339n69at7N69G2tra6pXr463t/dzry9VqhRr167lt99+IywsjODgYKytralYsSLjx49Xn9e1a1cePHhAUFAQhw8fpnz58kyYMIGbN29qBNotWrTg7t27bNy4kfj4eGxsbPDx8WH48OHqKdklSpRg9uzZLF26lE2bNhEWFoaJiQlly5alT58+6udRvymlSpUiKCiI6dOnExQURFpaGu7u7syaNYtWrVq9UB6GhoZMmzaNGTNm8N1335GRkcGIESPw8PCgefPmzJw5k1mzZjFjxgxcXV354Ycf2Lx5M1FRT4KNunXrMnXqVObNm8cPP/xA6dKlCQgIwMrKiq+++kqjvDFjxmBiYsLatWs5cuQINWrUYNGiRfTp00djyYCJiQnLly9n3rx57Ny5k82bN2Nubo6rqyvDhg3D3l73cykLu8496mFlbU7w0n38/vM2DA30qVqzAoNGtKWSh9Nzr9fXL8HU2QNZOu9P9u76m7CdZyllb8kHAY3pN6QV+k/tWm3vaEPrjr6cP3ONg3vDSU1Jx9zChIpupfliYnc6dK1T4PsnFDUbr94jIT2Dvp4ufFrNlYxsFWfvJzI3/DqXE1Kfe72VkQFDvTVnBVQpaUmVkjlPLdh6PUYj0I5JS2dg2N98UtWVrhVLY2qgz82kNH44GcWmazEF27giqFevdtjYWLFw4QZ+/HExhoaG1Kr1HiNHBlC5ct5TYnPp6+vzxx//Zc6cYHbsOMC2bX9hb2/LgAFdGT68l3pGUy4nJweCg3/kp5+WExy8k9RUBa6uznz33XD8/du+qWYWKdInhUuPD5pibW3BssU7+GXmWgwM9alZ04Phn3d7oYBXX78Es+eO5I+5IYTuPMHO7cews7choF8bBn/SWeMzBCDi4g1+m6U52rp710l278qZSefoaPvOBtog7w8hijs91evsjiXEK/Dz86NkyZIsXry4QPJLTEykdu3ajBw5kk8++aRA8sxLeHg4dpWuvtEyxIu7f6UiH/3z6G1XQzxlURUbvL1l1+HCIjxcKf1RiISHK6lYWfeGlOLfdzXCWt4fhU7hWyfuPu+vt12F1xY1RJYFvA3v9nCUeKMyMjLIzNR8jMSxY8eIiIigTp06r5SnQqE9NXbp0qUAr5ynEEIIIYQQuuiVKPo/4u0oNlPHReETExPDgAED6Ny5Mw4ODly9epXg4GDs7e3p1avX8zPQYfv27WzcuJHGjRtjZmbG6dOn2bp1Kw0bNsTX1/f5GQghhBBCCCHEGyaBtnhjrK2t8fLyYu3atcTHx2NmZkaTJk0YM2YMtra2z89AB09PT/T19VmwYAEpKSmUKlWKwMBARo4cWbCVF0IIIYQQQohXJIG2eGMsLS35+eefCzRPLy8vlixZUqB5CiGEEEIIIURBkkBbCCGEEEIIIXSQ51CLVyXL44UQQgghhBBCiAIkgbYQQgghhBBCCFGAJNAWQgghhBBCCCEKkKzRFkIIIYQQQggdSsgabfGKZERbCCGEEEIIIYQoQBJoCyGEEEIIIYQQBUimjgshhBBCCCGEDvJ4L/GqZERbCCGEEEIIIYQoQBJoCyGEEEIIIYQQBUhPpVKp3nYlhCgqwsPD33YVhBBCCCGKJW9v77ddBS3vLfrrbVfhtV38qPHbrsI7SdZoC/GSOq688barIB7b+mF5vL2N3nY1xFPCw5XSJ4WI9EfhIv1RuISHK3H1jH3b1RCFnKzRFq9Kpo4LIYQQQgghhBAFSAJtIYQQQgghhBCiAEmgLYQQQgghhBBCFCBZoy2EEEIIIYQQOujJIm3ximREWwghhBBCCCGEKEASaAshhBBCCCGEEAVIAm0hhBBCCCGEEKIAyRptIYQQQgghhNBBT4YlxSuSXx0hhBBCCCGEEKIASaAthBBCCCGEEEIUoHcq0N6wYQOenp7cvn37bVdFCCGEEEIIIUQxJWu0xWtZuXIlpqamdOvW7W1X5Z3Rxqs0QxtXxLO0JRlZKo5fi+fHXRFExiQ/99qKdub41y6Ll5M1Xk5W2JoZEXziJuM3nNd5/kcNXGlZxZFK9hbYmBqSlJ7JjQepBJ+4yfrTt8lWFXTrip5duw6zYMEGIiOvY2hogK+vF6NHB+LhUf6Frk9LUzBnTjDbtx8gNjYeB4eSdOjQmGHD/DE1NdE6/86dWGbOXMqhQ2dJTVVQoYIzfft2oGfPNgXdtCJJ+qPwkT4pXKQ/Cpc9f55h6eJdXI6KxtBQH5+abgz/3A83d+cXuj4tTcn837exa8dJ7sclYmdvRZt2tfl4aHtMTY3U56WnZ7B9yzEOHbhA5KXb3I9LwMbGAjcPJwIGtKJ2Hc831cQiTx6jLV6VBNritQQFBWFrayuB9r/kg1plmda9GhH3EpmyMwJjA3361SvP+qH16fH7ES7FJOV7fc1ytgxpXImb8amcu/2IJh4O+Z5f3cWGuwkK9kfGEZ+ixNLEgOaVHfmxR3XqVSrF6DV/F2Tzipy1a3cxceIsPDzKM2ZMf9LTlaxYsZVevcYSFDQNT0/XfK/Pyspi8OBvOX48HD+/ZtSu7UVExHUWLtzAuXORLF78PSVKPJl4dO/effz9x5CUlEK/fn64uDgSFnaUiRNnExMTz4gRvd9wiws36Y/CR/qkcJH+KFw2rT/E9/9dQSV3Jz4b1ZX09AxWr9rHR32ns3D5GNw98g+2s7Ky+fyT2Zw6GUWHTnXx8XUjKvIOy5f8yYXw6/w2/zN1f0TfecD//m8l1apXpGPnujiWLknMvXjWrz3I0I9+5rPRXen3Uet/o9lCvDMk0C7EUlNTMTMze9vV0CktLQ1TU9O3XY13ipWJARM7VCH6URo9fj9CcnomANvORfPnqCb8t9N79FlwLN88dkfEUO3bUBIVmbjYmHLwy+b5nv/56rNaaYsOXWdx/9p083FheuglohMUr9ymoiwhIZkpUxZSurQdQUHTsLDIea+2a9eQDh2GM2nSfJYtm5RvHhs37uH48XACAjoyceIQdbqzswNTpy4iJGQfXbo86aOZM5cRF/eQWbMm0Lp1fQA++KANQ4d+z9y5q/Hza0bZsqXfQGsLP+mPwkf6pHCR/ihcEhNSmPnjOhwdbVm0fAwWFjnfqVq19aVn5++YPmUN8xaNyjePrZuPcupkFP59mjLuK391ehmnUvw8fT3btxyno9/7ANiWtGDFmglUea+cRh5dezbCv8v3zJ21ha7dG2BlbV7ALRXi3fVOrdHOS2hoKN26daNatWrUrVuX0aNHEx0drT6+Z88ePD09CQ8PV6cdOHAAT09PBgwYoJFXnz596Nu3r0bawYMH6du3Lz4+Pvj4+DBw4ED++ecfjXPGjx9P1apVuX37NkOHDqVmzZoMGTKEvBw7dgxPT0+2bNnC7NmzadSoET4+PowYMYKEhASUSiWTJ0+mfv36+Pj48OWXX6JQaAZEWVlZzJ07l1atWuHt7U3Tpk2ZNm2a1nnNmzdn4MCBHDlyhJ49e1K1alUWLFhA8+bNiYqK4vjx43h6euLp6Unz5k8+YO/cucPQoUOpUaMG9erVY9KkSerX7dixJwHhyZMnGTlyJM2aNcPb25uGDRsyceJEHj16pLPd3bp1o2rVqrRs2ZLg4GBmzZqFp6f2lKctW7bQvXt3qlWrRu3atfnss8+4detWnq9pYdf6vdJYmRiy+uQtdZANEJ2gYEf4XepXsqOMtfa0vac9Ss0gUZGZ7zkv4vbDNACsTA1fO6+iKizsKMnJqfTs2Vr9hRXAycmBNm3qc+zYOe7ejcs3j82b9wAwYEBXjfQ+fdpjYmLEpk171GlpaQpCQw/h4uKo/sKaa8CALmRmZrFly/7XbVaRJf1R+EifFC7SH4XLvr3nSElW0KV7fXWQDVCmTElatPbh5PFI7t2NzzePbSFHAQjo31IjvWevxhibGLJty1F1mo2NhVaQDWBvb03NWu5kZGRy43rM6zSp2NLTK/o/4u1450e0N2/ezLhx4/Dy8mL06NE8fPiQZcuWcerUKTZu3EjJkiWpWbMmenp6nDx5Em9vbyAnOCxRogRnz54lMzMTAwMDlEol58+fZ+DAger8t2zZwtixY2nQoAGjR49GqVSyZs0a+vTpw7p166hUqZL6XJVKxcCBA6latSrjxo1DX1//ufVfsGABxsbGDB48mBs3brBixQpKlCiBqakp9+/fZ/jw4Zw7d45Nmzbh5OTE559/rr72m2++Yd26dbRu3Zr+/fsTHh7OwoULiYqK4o8//kDvqXfmzZs3+eyzz+jZsyc9evSgTJkyVKlShe+//x4zMzOGDh0KgLl5zp3Q1NRU+vXrR2xsLIGBgTg4OLBlyxaNADvXzp07SUpK4oMPPqBUqVJcunSJtWvXEhUVRXBwsLoeFy9e5OOPP8be3p5PP/2U7Oxs5syZg62trVaef/zxBzNnzqRNmzZ069aNxMREVq5cSe/evQkJCaFkyZLPfW0LmxplbQA4deOh1rFTNx7Sw7cs1VxsuJtwr8DLtjIxQL+EHjZmRjR2t+cDXxduPEjhcuzz14UXV3//HQmAj09lrWM+PlXYuHEP589HUaaMvc7rVSoV589H4eBQEmdnzSn8JibGVKlSkfPno9RpkZE3UCiU1Kihq7zK6Onpce5c5Os0qUiT/ih8pE8KF+mPwiX83DUAqtWopHWseo2KbN18lIvhNyhdRvf3FZVKxYULN7B3sKaMUymNYyYmRnh6luVC+I0Xqkts7CMASpayeokWCCGe550OtDMyMpg2bRqVKlVi1apVmJjkjAbWr1+fwMBA5s+fz5dffomNjQ3u7u6cOHGC/v37AzmBdps2bdixYwcXLlygevXqnDt3DqVSSe3atYGcYPP777+na9euTJ48WV1ujx49aNu2Lb/99hszZszQqE/Tpk2ZMGHCS7Vh7dq1GBnlbHjx8OFDtm3bRoMGDViwYAF6enp8+OGH3Lhxg/Xr16sD7YiICNatW0e3bt006ubk5MTs2bPZt28fzZo1U6ffvHmT3377jRYtWmiU//PPP2Nra4ufn59G+urVq7l16xa//vorbdrkbHji7+9Ply5dtNrwxRdfaE1Dr1GjBmPGjOHUqVPUqlULgF9//RU9PT1WrVpF6dI5U83atWtH+/btNa6Njo7ml19+YcSIEYwYMUKd3qFDBzp06MCSJUsYPXr081/cQqb049Hquzqmat9NzEl73oj2q9r+WSNcbHNGQLKzVRy8cp//bA4n8x3eDS0m5j4ApUvbaR3LTbt3736e1z96lERaWjru7ro3IHJ0LMWZMxEkJ6diYWGmzktXeUZGhtjaWqnr9C6S/ih8pE8KF+mPwiU25hEAjo42WsccHHMGEGJitG+s50pISEGRpqSSm5PO4w6lbTj391WSk9M0Rsyf9de+c1w4fx3fWu44u2j3lRDi1b3TU8fDw8O5f/8+vXv3VgfZAHXr1sXLy4t9+/ap03x9fTl16hQqlQqlUsm5c+do37495cqV48SJE0BO8G1gYECNGjUAOHz4MAkJCXTq1In4+Hj1T1ZWFrVq1dI5utunT5+XaoOfn586yAaoVq0aKpWKbt26aYxIV6tWjdjYWJRKJQD79+dM18q9cZCrf//+6Ovra7QdoHTp0lpBdn4OHDiAvb09rVs/2VjD2NiYDz74QOvc3CBbpVKRnJxMfHw8Pj4+AFy4cAHImeZ+5MgRmjdvrg6yAcqXL0+jRo008tu1axeZmZm0b99e43W3sLDAw8ND5+teFJga5sxwUGZmaR1Lz8jWOKegfb76LH0XHuOLtWfZdTEGI/0SWBq/0/fpSEtLB3K+MD4rN02hSM/z+txjuq4HMDY20ijnSXm6X3djY0P1Oe8i6Y/CR/qkcJH+KFwUipzvY4Y6Xh+jx5+vCkVG3ten5Vyf5+ur7lNlnnlcvXKXb75agpWVGd98H/BiFRdCvLB3+pty7jrsChUqaB2rVKkSoaGh6v/XqlWLoKAgLl++rF4DXatWLWrVqsXJkyf5+OOPOXnyJFWqVFFPn752LWda0LPruHM9vTNn7v+dnV/scQ65ypQpo/F/S0tLAI1gNDddpVKRmJiInZ0dd+7cQU9PT6vtlpaW2Nvbc+fOHY30smXLvlS97ty5g4uLi0awD1CunPb6oLt37zJt2jT2799PSkqKxrGkpJxdtB88eIBCoaB8ee076c+mXb9+HcgZ7dblZdtSWKRl5ATYRgbawbSxYQmNcwra09PV15++w/918mLNkHq0+fkvbj1er/2uMTU1BkCp1P4ilJtmYmKc5/W5x3RdD5CertQo50l5utfYp6dnYGv77k77k/4ofKRPChfpj8LFxCTnxkSGjtdH+XgfFhOTvPdBMXn86K48X191nxrpPH792j2GDvyZ7GwVc+aNwKWs7iUDQtY4i1f3TgfaLyN3OviJEydISEigUqVKlCxZklq1ajF16lQyMzM5c+YMPXv2VF+jUuVMq50yZQqOjo7PLcPAwAADg5frkrzWceeVnlunl2VsnPeH7+vIysrio48+Ij4+niFDhlCpUiVMTU3Jzs7m448/fqX6ZmfnjO7Onz9f5+v5ptrypt1LeDI9/Eqc5troMlZ5Tyt/E9afvk3/+q50r+nCz2FRz7+gGHJ0fDLVslIlzZs3+U2ZzGVjY4mpqXGeUzVjYh5gYWGm3rQov6mdSmUGDx8mUr36u/scVOmPwkf6pHCR/ihcHB5PGY+JeUSFSpqDJrGPp4w7OmrvQZPL2tocE1Mj9bnPir33CHMLE53Txq9eucvQgT+jVGbw2/zP8a7q+mqNEELk652eOu7klLOuJXfk+WlXr17VGF12dHTExcWFkydPcvLkSfW64dq1a5OQkEBISAjJycnqdHgyclqyZEnq16+v8+dtcXZ2RqVSabU9OTmZuLi4Fx5Zf3bE+un8b9++rRUo37x5U+P/kZGRXL16lfHjxzNkyBBatmxJgwYNtEadS5UqhbGxMTduaG/s8Wxa7qi5k5OTztfc19f3hdpW2Px9+xEANcvZaB2rWS7nw/jc43PeNJPHI+jW7/Cu49WqeQBw5kyE1rGzZ3PSqlZ1z/N6PT09vL3diI2N586dWI1jCkU6//xzVeN6D4/yGBsbqfN+tjyVSqWu07tI+qPwkT4pXKQ/Cpfc4Pbc31e1jp37O+e72XveutfDQ05/vOdVnrjYBO5GP9A4plAouXTpFl46rr8cdYchA34iMyOLuQtGSpAtxBv0Tgfa3t7e2NnZsXr1atLTn6wTOnnyJOHh4TRt2lTj/Fq1anH8+HHOnDmjHuEuV64cDg4O6l26nw60GzVqhJWVFb///rt6bfTT4uPzf2zDm9SkSRMAli5dqpG+dOlSsrKyNDZCy4+pqSkJCQla6Q0bNiQuLo5du3ap09LT01mzZo3GebnT558NyBctWqTxf319ferXr8+ePXu4d+/Jrto3btzgwIEDGue2adMGfX195syZo3NE/G2+7q8j9MI9khQZ9KpdDoun1kc7WZvQvmoZjlx5oB7RNjEsQSV7c+wtX3303tRQHzMj3TMjBtTPWXJw+mbeG7UUdy1bvo+5uSlr1+4iOTlVnR4dHcvOnYeoU6eqevfetDQFV67cIjZW83fPzy/nfbZ48UaN9KCgHSgUSvVxAFNTE1q3rs/t2zHs2nVY4/xFizZhYKBPx46NC7SNRYn0R+EjfVK4SH8ULk2bV8fc3IRN6w6RnPxkCdbdu/HsDj2Nb20P9Y7jaWlKrl29R1yc5vet9h3rALB8yW6N9HWr/yJdkUH7TnU10qMu3WbIRz+TrVLx+8KROh/3JYQoOO/01HFDQ0PGjh3Ll19+SZ8+fejcuTPx8fEsX74cR0dHBg0apHF+rVq12LRpE/BkKnlu+vbt23F3d8fGxkadbmFhwbfffsuYMWPo2rUrHTp0wM7OjujoaA4cOIC7uztTpkz5N5qqpXLlyvTo0YN169aRnJxM3bp1uXjxIuvXr6dRo0bqQPx5vL29WbVqFbNnz8bV1RUzMzOaN2+Ov78/K1asYNy4cZw/f179eK/cadu5I+EVK1bE1dWVqVOncu/ePaytrTlw4IBGMJ1rxIgRHDx4kD59+tCrVy9UKhUrVqzAzc2NiIgnd8zLli3LF198wbRp04iOjqZFixZYWVlx+/ZtwsLCaN++PZ9++mkBvIr/rkRFJpN3RPBD16qsG1qPVcdvYqRfgv71XVEB3229oD63hosNwYPrse7ULcasO6dOtzQ2oF99VwCsHq/9eq+MFSOauQHwz91EwiJyRioq2JkTPPh9dobf42pcMvGpGThaGdPeuwxVylix71IsW8/f/XcaXwhZW1swbtwA/vvf3+jdexz+/m1RKjNYsWIroMfXXz/5+3HuXBSBgV/RtWtzpkwZpU7v1q0lmzbtZfnyrSQlpVKrlheXLl1j1art1KlTlc6dm2qUOXp0AEeOnGXcuJlcuHAZFxdHwsKOsXfvCYYN86dcOc3ph+8S6Y/CR/qkcJH+KFysrM35/Itu/PDdKj4KmE73no1QKjNZvWovenow5ssnSxEvnL/OkI9+oqPf+3w7qZ86vXPX+mzbcozVq/aRnJxGTV93Ii/dZt3qv/Ct7UH7jk8C7bt34xky8GcSHqXQf2AbLkfd4XKU5n48detVoZTdu7tuPi8lZI22eEXvdKAN0KVLF0xNTZk3bx7Tp0/H1NSUJk2aMGbMGK1nLedOOXZxcdHYbCw30H56NDtX+/btcXBw4Pfff2fx4sWkp6fj4OBAzZo18ff3f7ONe47vvvsOFxcX1q9fz549eyhVqhQfffQRn332WZ5Twp81fPhw7t69y+LFi0lOTsbZ2ZnmzZtjbm7O0qVL+d///sfy5csxMzOjS5cu1KhRg88++0wdcBsaGjJ37lwmTZrEwoUL0dfXp1GjRixYsIAGDRpolOXt7c38+fOZNm0av/76K2XKlOGzzz7j6tWrWlPgBw4cSPny5VmyZAlz585FpVLh6OjI+++/T9u2bQvmBXwLVh2/ycNUJUMaV2RC2ypkZGVz/Ho803ddIuJe0nOvtzY1ZExrzTVx1VxsqOZiA8C6U7fUgfbdhDQ2nL5DbVdbWr/niIWxAUnpmVy6l8SEDedYffIWr7jkv9jo1asdNjZWLFy4gR9/XIyhoSG1ar3HyJEBVK6svcnis/T19fnjj/8yZ04wO3YcYNu2v7C3t2XAgK4MH95La68FJycHgoN/5KeflhMcvJPUVAWurs58991w/P2L7u91QZH+KHykTwoX6Y/CpfsHjbC2MWfZ4j/5ZeYGDA0N8KnpxvDPOuPu6fLc6/X1S/Dr3OHMn7udXTtPEbr9JHb21vTt15JBQ9ujr/9k4uqdW/dJeJSz4eyShaE685u3aJQE2uKdkp2dTUhICAcPHuTBgweMHTuW9957j4SEBPbu3Uu9evVeaJ+tvOipXnV3LCFewZIlS5g8eTJ//fXXa/3iPm3YsGFcvnxZY5r6mxIeHk7HldrrxMXbsfXD8nh7695RVbwd4eFK6ZNCRPqjcJH+KFzCw5W4esY+/0Txr7EwbP62q6Cl5qoDzz+pkDvdp9HzT3rHKBQK9VOjTE1NUSgULFq0iHr16pGVlUWTJk3o0aMHI0eOfOUy3uk12uLNUig0d8BOT09n9erVuLq6vnKQ/Wye169f56+//qJOnTqvXE8hhBBCCCHEu2POnDmcPXuWWbNmERYWprGvk76+Pq1ateLgwYOvVcY7P3VcvDkjRozAycmJypUrk5ycTEhICFevXmX69OmvnGfLli3p2rUrZcuW5c6dOwQHB2NoaMjHH39cgDUXQgghhBBCnqNdXO3YsQN/f39atWrFw4fam/uWK1eO0FDdyyxelATa4o1p2LAh69atY8uWLWRlZeHm5sZPP/1E+/btXznPRo0asW3bNuLi4jAyMqJGjRqMHj0aV1fXgqu4EEIIIYQQoti6d+8elStXzvO4ubk5SUnP3/8oPxJoizemf//+9O/fv0DznDx5coHmJ4QQQgghhHi3WFlZcf/+/TyPX716FTs7u9cqQ9ZoCyGEEEIIIYR4Z+Q+tjkzM1Pr2P3799mwYQPvv//+a5UhgbYQQgghhBBC6KCnV/R/hLahQ4dy9+5d+vbtq16Lff78eZYsWULXrl3JyMhg8ODBr1WGTB0XQgghhBBCCPHOeO+995g9ezZfffUV//d//wfATz/9hEqlws7Ojjlz5lChQoXXKkMCbSGEEEIIIYQQ75TGjRuzZ88eDh8+zJUrV8jOzqZChQo0bNgQExOT185fAm0hhBBCCCGE0EGvhMy9Lm6Sk5MZNmwYnTp1omfPnjRt2pSmTZsWeDmyRlsIIYQQQgghhBalUsn06dNp1KgR1apVo0ePHhw4cOC518XGxjJ9+nT69euHr68vnp6ebNu2Lc/zT58+TZ8+fahevTr169fn22+/JSUlReu87Oxs5s+fT4sWLahatSodO3Zk8+bNL9UmCwsLzp0791LXvAoJtIUQQgghhBBCaBk/fjyLFy+mY8eOfP311xgYGDBkyBCOHz+e73XXrl1j/vz5REdHU6VKlXzP/eeff+jfvz+pqal8+eWX9OzZk/Xr1zNixAitc3/66SemT59OvXr1+M9//oOzszPjxo0jJCTkpdrl7u7OrVu3XuqalyVTx4UQQgghhBBCaDh37hzbtm3jiy++UO/A3aVLFzp27Mi0adNYt25dntd6eXlx9OhRbG1tOXbsGIGBgXmeO3PmTCwtLVm+fDmWlpYAuLi4MHHiRPbv30+TJk0AiImJYfHixfTq1Ytvv/0WgJ49e9K3b1+mTZtG+/btMTB4sfB20KBBTJw4ET8/PypVqvRC17wsCbSFEEIIIYQQQod3+fFYO3fupESJEvj7+6vTjI2N6dGjBzNnzuT27du4uLjovNbCwuKFykhOTubw4cP07dtXHWQD+Pn58cMPP7Bjxw51oL17924yMjLo3bu3+jw9PT169+7NF198walTp6hbt+4LlRsZGYmzszN+fn40a9aM8uXLa22Apqenx/Dhw18oP10k0BbiJW39sPzbroJ4Sni48m1XQTxD+qRwkf4oXKQ/CpfrlxzedhXEU7y933YNxNP++ecfypUrh7W1tUZ6tWrV1MfzCrRf1KVLl8jMzMT7mc43MjKiSpUqXLx4UaM+RkZGeHp65lmfFw20Z8+erf73n3/+qfMcCbSF+Jd5exu97SqIx8LDlXT56tTbroZ4yqYffKlUOfFtV0M8diXCijJuV992NcRjdy9XlM+QQiQ8XIlR2etvuxpCg0Tab0KLFi3yPR4WFqYzPS4uDnt7e6303LTY2NjXrltcXJxGns+Wc/XqVY1z7ezs0HtmmkHutTExMS9cbl5tLkgSaAshhBBCCCGE0KBQKDAy0r45aGxsrD5eEGUAeZaTnp7+wvV5+tzncXZ2ftmqvjQJtIUQQgghhBBCh+KwRvtVR29NTExQKrWXu+QGtM+uaX7VMoA8y8kNol+kPk+f+zKSkpK4ffs2kLMJ29NrxV+HBNpCCCGEEEIIITTY29sTHR2tlZ473dvB4fX3OMid9p2b57PlPF2Gvb09hw8fJjs7mxIlSmicB+Do6PhSZV+5coVJkyZx9OhRVCoVkLMuu169enz11VevvRu5PEdbCCGEEEIIIYSGypUrc/PmTRISEjTS//77b/Xx1+Xh4YGBgQHh4eEa6Uqlkn/++UfjGdxVqlRBqVQSGRn52vW5ceMGvXv35vDhw9SuXZu+ffvSt29fateuzaFDh+jTpw83btx4jZZJoC2EEEIIIYQQ4hlt27YlOzub1atXq9OUSiUbNmzAy8uLsmXLAjmbol25coWMjIyXLsPS0pJ69eqxdetWkpOT1embN28mNTWVtm3bqtNatGiBoaEhQUFB6jSVSkVwcDD29vb4+vq+cLm//vor6enpLF++nKVLl/L111/z9ddfs3TpUlasWEF6ejqzZs166fY8TaaOCyGEEEIIIYQOxWGN9quqXr06bdu25ZdffuHhw4e4urqyadMmbt++zaJFi9TnzZw5k40bNxIWFqbxuK/ffvsNQL3++c8//1SPEg8bNkx93qhRo+jVqxd9+/bF39+fmJgYFi1axPvvv0/Tpk3V55UuXZrAwEAWLlxIdnY21apVIywsjJMnTzJ16lQMDQ1fuG1Hjx6lT58+1K5dW+tYrVq16N27N5s3b37h/HSRQFsIIYQQQgghhJZp06bxyy+/EBISQkJCAu7u7sydO5f333//udf+8ssvGv/fsWMHO3bsADQDbS8vLxYvXsyMGTOYPHkyZmZmdOvWjTFjxmg9ymvMmDHY2NgQHBzMxo0bKV++PFOnTqVLly4v1a7ExETKlSuX5/Fy5cqRlJT0Unk+SwJtIYQQQgghhBBajI2NGTduHOPGjcvznClTpjBlyhSt9EuXLr1wObVq1dKYEp6XEiVKMHjwYAYPHvzCeevi4ODA6dOn6d27t87jZ86cee3N3mSNthBCCCGEEEKId0bLli3ZunUrf/zxh8YjwzIyMli8eDFbtmyhVatWr1WGjGgLIYQQQgghhA4l3uE12sXZiBEjOHjwID/99BPz58+nfPnyANy8eZPExETc3NwYPnz4a5VR7Ea0Z82ahaenp85nsT2refPmjB8//pXKCQgI0NgFTwghhBBCCCFE4WdpacmaNWsYOnQojo6OREVFERUVhaOjI8OGDWP16tVYWlq+Vhkyoi1eS0xMDGvWrKFly5Yaz7kTb86uXYdZsGADkZHXMTQ0wNfXi9GjA/HwKP9C16elKZgzJ5jt2w8QGxuPg0NJOnRozLBh/piammidf+dOLDNnLuXQobOkpiqoUMGZvn070LNnm4JuWpHUul45BnfzxqO8DRmZ2Zy8EMv05aeJuvnouddWcLbig1buvFexJO9VLImtlQlrdkXy1ewjOs+f+nkDurdw03lswcYLTFl88nWaUiyE/XmSJYt2EBV1G0NDA2rW9ODTkd1xc3d5/sVAWlo6f8wNYeeOY9yPS8DO3pp27esyaGhnTE2NNc49cvgCe3afIuKfG0RF3kahUDJpyiA6dKr/JppWZO3bfZ6VS/ZxJeouhoYGVK9ZgSGftqOSe+kXul6RpmTRvN3sDj3Lg7hEStlb0aptDQYMbomJqZH6vPT0DEK3nebIgQiiIqO5H5eIjY05ldzL0KdfE3zr6H7vvGvkM6RwObz3HBuW7+X65XsYGOrjVaMCgcPaU75SmRe6XqFQErxgFwf+PEv8/URK2lnRuLUP/gNbYWJilO+129Ye5PcfNwKweMt/sHO0ed3mCFGkmJub8/nnn/P555+/kfzf6UB7586dWjvZiZcTGxvL7NmzcXZ2lkD7X7B27S4mTpyFh0d5xozpT3q6khUrttKr11iCgqbh6ema7/VZWVkMHvwtx4+H4+fXjNq1vYiIuM7ChRs4dy6SxYu/p0SJJxNd7t27j7//GJKSUujXzw8XF0fCwo4yceJsYmLiGTFC9wYS74qerdyY/GkDLl1/yI9LT2NkqE9gx8qsndaOD77cQeSNR/le7+Npz6Bu3ty8l8T5yw9oXNP5hcr9YuYBrbTLLxDYF3cb1//Ft98sxs3dmZGjepKuzCB4ZRj9PpzEkhVf4e5RNt/rs7KyGfHJT5w6cYmOnetT09eDyEu3WLp4J+Hnr/H7gjEa74/tW4+wY9tRKlZ0ws3dhfDzV990E4ucLRuOM/nbtVR0K82wkR1QKjNYG3SIIf1mM2/pcCq55x9MZGVl88WIhZw5eZW2HWtSw7cily/dZdXS/VwMv8Uv8wap++Ru9EOmfLsO7+rladfJF0dHG2JiHrF53TE+HTSPYSPb03dAs3+j2YWWfIYULrs2H2PWpDWUr1Sa/iNy3h9b1xxi7MezmDb/U1zdnv/++HbkAsJPX6FZO1+8fCpyPSqaDSv2EXnhJt/PHqLRH0+LvfeQpXO2Y2pmTFpq+ptoXrEhoYJ4Ve90oG1klP+dvrdNpVKRnp6OiYn2HeK3TalU5vnHW7wZCQnJTJmykNKl7QgKmoaFhRkA7do1pEOH4UyaNJ9lyyblm8fGjXs4fjycgICOTJw4RJ3u7OzA1KmLCAnZR5cuzdXpM2cuIy7uIbNmTaB165xRug8+aMPQod8zd+5q/PyaUbbsi41KFTdW5kZ89VFt7sal4P/lDpLTMgDYfvA6O+f48Z9BdQiYuCvfPPacuE3N3kEkpihxdjBn/4IeL1T25n0S0D0rMSGFGdOCcSxty5IVX2NhYQpA6zZ16Nb5a6ZNXsX8xV/mm8eWzQc5deISvT9syZdffahOd3K2Y+aPq9m25Qid/Bqo00d83p2J/+2HsbEhmzcelED7GYmJqfw6YwsOjtbMWzocc4ucz7LmravzYdfp/DR1M7MXDM03jx0hJzlz8io9ejdg9Pgu6vTSTrbMnrmV0G2nadepFgC2tuYsDv4czyqasxf8ur9P3+4zmD8nlM7d62JlZVawDS0i5DOkcElOTGXhzyHYOVgzbf6nmD1+fzRsWYPh/tOYP2MTk+Z+km8ee7adIPz0FTp+0JAhY7qq0x2cSrLoly3s23Ga5h1q6bx2zuR1OJd3wMXVgX07ThVcw4QoIlauXMmff/7JkiVLtI6pVCo++ugj2rZti7+//yuXUWwjpaSkJMaPH0+tWrXw9fVlwoQJpKWlaZyja432nTt3GDp0KDVq1KBevXpMmjSJAwcO4OnpybFjx7TKuXz5MoGBgVSvXp1GjRoxf/58rXOUSiWzZ8+mdevWeHt706hRI3744Qet+nh6evLNN9+wfft2OnXqRNWqVdm+fXuebRw/fjxVq1YlOjqaIUOG4OPjQ8OGDVm2bBkAUVFR9OvXjxo1atC0aVM2bdqklcft27cZOXIkdevWpVq1anTv3p3du3drnHPs2DE8PT0JCQlh1qxZNG3alOrVqxMSEkKPHjmBwYQJE/D09MTT05NZs2apr92xYwft27enatWqdOzYkV27djF+/HiaN2+uUcaiRYvo3bs3devWpWrVqnTq1Im1a9dq1Tc7O5tZs2bRsGFDqlevTkBAAFFRUTr7MikpicmTJ9O0aVO8vb1p0aIFc+bMISsrK8/XtDALCztKcnIqPXu2Vn9BAnBycqBNm/ocO3aOu3fz35tg8+Y9AAwY0FUjvU+f9piYGLFp0x51WlqagtDQQ7i4OKq/IOUaMKALmZlZbNmy/3WbVWS1rFsWS3Mj1vwZpQ6yAe7eT2Hn4RvUq1aGMnb5f6F/lJROYooy33PyYmFqSAnZoUVt754zJCen0bV7Y3WQDVDGqRQtW9fixPEI7t19kG8eW0IOAxDQX3NK6we9mmNiYsTWx8dzOTraYmxsWEAtKH4O7L1ASrKCTt3qqINsgNJlbGnWqiqnT1wh5t6jfPPYsTUnAOgd2EQjvbt/fYxNDNmx5UmAYG1jrhVkA9jZW+HjW5GMjCxuXn/+/i3FlXyGFC5H/wonNUVBa7+66iAbwKG0LfWbV+PcqcvExTzMN48923N+/7t+qPn+aN+9AUbGhuzZrns50Z5tJzl7PJIRX/WQzxHxztq4cWOez9HW09PD1dWVDRs2vFYZxXZEe/To0ZQtW5bRo0dz8eJF1q5dS8mSJRk7dmye16SmptKvXz9iY2MJDAzEwcGBLVu26AywAZKTkxk0aBAtW7akbdu2hIaGMn36dDw8PGjSJOePnkqlYvjw4Zw4cYKePXvi5ubGlStXWLVqFZcvX2bhwoUa09dPnjxJaGgoffv2xc7OjooVK+bbTpVKxeDBg6lZsyZjx45ly5YtTJo0CXNzc3755Rc6dOhAq1atCA4OZsKECfj4+Kh31Xvw4AG9evUiJSWFwMBAbG1tCQkJYcSIEUyfPp2OHTtqlDVv3jxKlChBYGAgKpWKxo0b89lnn/Hrr7/i7++Pr68vkHPDAGDfvn2MGjUKd3d3Ro8eTWJiIhMnTsTR0VGrHUuWLKFp06a0a9cOPT09wsLCmDhxIpmZmRrPt5sxYwYLFiygWbNmNGrUiEuXLjFw4ECNbfkBFAoFgYGB3Llzh169euHs7My5c+eYPXs20dHRTJqU/137wujvvyMB8PGprHXMx6cKGzfu4fz5KMqUsdd5vUql4vz5KBwcSuLsrPlcQBMTY6pUqcj581HqtMjIGygUSmrU0FVeZfT09Dh3LvJ1mlSkVffMeZ1PR8RqHTsdEUv3Fm5Udbfj7v2bBV72maDeWJobkZmVTfjlB8xbH86fRwu+nKIkdzS5eg13rWPVa7ixZfMhLoRfo3SZUjqvV6lUXAi/hr2DDU5OdhrHTEyM8Khclgvh1wq+4sXYxfM5v5NVq7tqHfOu7sr2kFP8E34Lx9I2Oq9XqVT8E34LO3sryjjZahwzNjHE3dOJfy7cfqG6xMUmAFCy5OttbFOUyWdI4RIZnvP+qFzNVetYlWqu7Nl2kqiLt7B3tNU6Djn9EXXxFiXtrXAoU1LjmLGJIRU9nIi6eEvruocPkljw02b8ejemkueL7V0hRHF08+ZNunbtmudxNze3fAc8X0SxDbSrVKnC5MmT1f9/9OgR69atyzfQXr16Nbdu3eLXX3+lTZucEQ1/f3+6dOmi8/y4uDimTp2qPt6jRw+aN2/O+vXr1YH21q1bOXDgAMuWLaNOnTrqa729vRk7diyHDh2iYcOG6vSrV6+ycePGF17vnJGRQbt27dTbz3fs2JFGjRrx9ddfM23aNDp37gxA/fr1adeuHRs2bGDUqFEA/PHHH8TFxbFs2TLq1q0LQK9evejWrRtTpkyhTZs2GBo+Ga1JSUlh+/btmJk9uRPeuHFjfv31V2rUqIGfn59G3WbMmIG9vT1BQUFYWFgAUK9ePQICAnB21lyLGhoaiqnpk1GogIAAPvroI/VIN8D9+/dZsmQJzZo1Y+7cueobFLNnz9YYRYecwP3q1ats2LCBSpUqATl96eLiws8//8zAgQOfexOjsImJuQ9A6dJ2Wsdy0+7du5/n9Y8eJZGWlo67u+4NbxwdS3HmTATJyalYWJip89JVnpGRIba2Vuo6vYvKlMp5H9y7n6p1LDetdKmCnaJ6/1EaS7f8w/nL90lKycDVyYrAjpWZ+1Uzpiw+yYKNFwq0vKIk5l48kDPK/CzH0jlpMfmMDiUkpKBIU+LmpvuLp6NjSc6dvUJycprGiLnIW2xMTnDr4GitdSw3LfccXRITUlEoMqjopntqsYOjNeF/3yAlWaExYv6sg/sucjH8Fj61KuLkUjLP84o7+QwpXO4/vvlj52CjdSw3LfccXZISUklXKClfSff7o5SDDRHnb5CarNAYMZ/34wbMLEzoM1g2o3tResV2/u+7LT09nYyMjDyPZ2RkaM0+flnF9lfngw8+0Ph/rVq1ePToEcnJyXlec+DAAezt7WndurU6zdjYWCuvXCYmJupAFnLWfFetWpVbt57cQdyxYweurq64ubkRHx+v/qlTpw56enpao+U+Pj4vvalYz5491f+2srKiQoUKGBsba4xIV6xYESsrK27ffnL3f9++fXh5eamD7Nw29enTh7i4OC5evKhRjp+fn0aQnZ+YmBgiIyPp3LmzOsgGqFOnDh4eHlrn5wbZGRkZPHr0iPj4eOrWrcvNmzdJSkoC4MiRI+oR7qdnAfTt21crvx07duDr64utra3G616/fs70tePHj79QOwqTtLSczUqMjLSnquamKRR5b2iSe0zX9QDGxkYa5TwpT/f9OGNjQ/U57yIT45zXRZmhvRQh/XGaqXHB3sv8celpvp9/nE17rxJ2/BYLN12g3YjNXI9OZHRfn+dOVS/OFIqcWS26fl+Nc98faXlP01e8wO/78/IQmhSKnC8whjpe0yd/s/Lpk3yuz8nD4Ll5XLsSw/cTg7G0MuWrb3V/lr8r5DOkcEl//Hur6/c7Ny09n9/t9PTH1xvm//54Oo8je89zaM85ho3v8dwdyYUo7sqVK5dvPHDixAmtgcGXVWxHtJ2cnDT+b2VlBUBCQoJG4Pe0O3fu4OLiorUTeV7z9x0dHbU2BLO2tubSpUvq/1+/fp1r165Rr149nXk8eKC5ZjCvsvJiaGiIg4PmFC5LS0uddbO0tCQh4cnd0ejoaI2bCrlyR4Dv3LlD9erVX6lu0dHRAOpp6k8rX768VhC/e/dufvvtNyIiIrTWUCclJWFpaZlnnjY2Nlhba46YXL9+nYiIiBd+3YuC3EcLKZXad99y00xMjLWO5co9put6ePKhnVvOk/Iy8zg/A1tbqxeperGkSM95XYwM9bWOGT9OS0vX/doVpFRFJgs3XeD7YfVo5OPMmj+jnn9RMZT7pVHX72t67vvDNO8vliYv8Pv+vDyEJhOTnIAsQ8dr+uRvVj59ks/1OXlk5pvHjeuxfDZ4HtkqFT/99jHOLrqXDbwr5DOkcDF+/Hur6/c7N804n/dH7o2NjIz83x+5eSQnpfH7jxto2rYmNd/3fPWKC1FMtG7dmt9++42lS5fSr18/jWPLli1jz549DBkyJI+rX0yxDbTz2hFbpVK98TKelp2djZubG19//bXO488GycbGeX/I6ZLX48neRPvf1O7nJ0+eZMSIEfj6+vLtt9/i4OCAoaEh+/fvZ8mSJWRnZ790ntnZ2bz//vt5vkHKls3/MT+FkaPjk6l9lSpp1j+/KXq5bGwsMTU1znNqYEzMAywszNSb5OQ3lVCpzODhw0SqV393P6zvPng8PdzOjCu3Naf3lX48snzvgfa08jfhdkzOTJ1SNoXvCQX/FsfSOVOCY2IeUrGS5o3WmHs5U8Z1TSvPZW1tjompETEx8TqPx8TEY2FhKtPGX8LT08NdK2ruzZHftPJcVtZmmJgY5jm9PDYmAXMLE53Txq9dieGzwfNQpmfyy++DeK/qy93ELo7kM6RwsXPI+d2/H/uIshU03x/3Yx9pnKOLpbUZxiZG6nOf9SD2EWbmJupp46v+CCU5KY0OPRoQfetJn+Q+2ivmbjxKZSZlXErJo2/FO2HgwIHs2rWLKVOmsHLlSipXztlPIiIiglu3buHm5sagQYNeq4xiG2i/CmdnZyIjI1GpVBp/ZG7efPVNhsqVK8eFCxeoV69eofvD5eTkxLVr2pv7XL2as6nQi0yXyKtNuTMKbty4oXXs2bTQ0FCMjY1ZtGiRxo2GZ6fVP52nq6urOv3hw4caI/WQ87qnpKSop4oXB9WqeRAcvIMzZyJo0MBH49jZsxEAVK2qvRFULj09Pby93Thx4gJ37sRqbGajUKTzzz9X8fF5smzBw6M8xsZG6ryfLU+lUlGtmvYygHfFucj7fNjOEx9Pew6dvatxzMcz57U9H/XvrD90dcoZFYp7+HpriYoyr6oVWLt6L+fOXqZefS+NY+f+vpJzjneFPK/X09PDy6sCp05eIjr6vsaGaAqFksiIW1Sv4fZmKl9MVfEux8a1Rwn/+wZ16mn+rQj/+8bjc/K+6amnp0dlr7KcPXWVu9EPNTZES1dkEHUpmqrVtWdNXYm6x2eD55GVlc2v8wfr3In8XSSfIYWLh1c5dmw4QsT5G/jU1bzhEHE+5/3h/l7+7w+3Ki5cOHOV2LvxGhuipSsyuBoZTZWnNlqLvRuPMj2DsR/P0pEbjB88B4D1B6ZgJE9T0FDIvr6LAmJmZkZQUBAzZ85k27Zt7NqV80hWa2tr+vTpw8iRIzE3N3+tMl57jXZ2djYJCQk8evRI66eoadiwIXFxceoXGnIWyq9Zs+aV82zfvj33799n1apVWseUSmW+a8bftGbNmnHhwgVOnnzy+If09HSCgoKwt7fHy8srn6tz5K6tTkxM1Eh3dHTEw8ODkJAQjTYeP36cyEjNXUb19fXR09PTGLlOSEhg/fr1GufVq1cPAwMDgoKCNNJXrlypVa927dpx/vx59u/XfnRIcnKy1i7lRUHLlu9jbm7K2rW7SE5+MlIaHR3Lzp2HqFOnqnq32LQ0BVeu3CI2VnN0zs+vGQCLF2/USA8K2oFCoVQfBzA1NaF16/rcvh3Drl2ajzVatGgTBgb6dOzYuEDbWJT8efQmyalK/Ft7YGH65EtJGTtz2jUoz9Fzd7n7eFM0EyN9KjpbYW/76qOhpsYGGBlq/8kuaWXM4G7epCuz+Ov0nVfOv6hr3rwm5uYmbFi/n+TkJzcc7kY/4M/QE9SqXVm943haWjrXrt4lLu6RRh4dOuUsNVm+JFQjfW3wXhQKpfq4eDGNm3thZm5MyIZjpCQr1On37j5k75/nqFmrknrHcUWakuvXYrkfp/lZ0rZjTQCClmn+Ld+w5jDpigzadvTVSL8cGc2ng35HpVIxa/4QCbKfIp8hhcv7TbwxNTdm16ajpD71/oi995BDYX9T1beSesdxhULJresxxN/XfH80a5fz+79xpeb7Y8f6wyjTM9THAXoENmf85ECtn6q+OcsFh0/owfjJgRjoWA4lRHFlYWHBN998w9GjRzl8+DCHDx/m6NGj/Oc//8HS8vWfUvFKI9oZGRnMnz+f9evXc+/evTyn9v7zzz+vVbl/m7+/PytWrGDcuHGcP39e/Xiv3FHWVxmR7ty5Mzt37uS7777jxIkT+Pr6olKpuHbtGjt27OCXX37R2Izs3zRo0CC2bt3K4MGDCQgIoGTJkoSEhHD58mWmT5+OgcHzfz3KlSuHtbU1QUFBmJmZYW5ujru7Ox4eHowaNYphw4bRu3dvunfvTmJiIitXrsTDw4OUlBR1Hs2aNWPx4sUMGDAAPz8/EhISWLNmDXZ2dsTFPXmmp52dHYGBgSxatIihQ4eqH++1f/9+bG1tNfrn448/Zu/evQwbNowuXbrg5eVFeno6kZGR7Ny5ky1btuDiUrS+gFlbWzBu3AD++9/f6N17HP7+bVEqM1ixYiugx9dfP5necu5cFIGBX9G1a3OmTBmlTu/WrSWbNu1l+fKtJCWlUquWF5cuXWPVqu3UqVOVzp2bapQ5enQAR46cZdy4mVy4cBkXF0fCwo6xd+8Jhg3zp1y5Mv9S6wufxBQlUxaf4n/D67F6ajuCQyMxMixBQIcqqFTwvwUn1OdW97Bj5Q9tWR92mS9/OaROtzAzJLBjzgiQlXnOOroqFUoy7INqAERci2fPiZwNDF2dLFn8bSt2H7vF9ehEklKUuDpZ0aOlG9YWxnw77xix8e/uiLaVtTmjxnzA/75dRv++k+jRsynKjEyCVu5GT0+PseOfPCYw/Pw1Bg2YSie/Bnz/w8fqdL+ujdgacpiglbtJSkrFt5YnkZdusSZ4D7VqV6ZDJ80ZMpGXbrF/7xkAIv7Jmfm0d88Zou/kzGRo0swHD8+it0yloFhZmTFiVAem/W8DQ/rNoUuP91EqM1kXfAg9PT0+H/dkM9GL4bcY8fHvtO/sy8Tve6nTO/jVZseWU6wLOkRKsoIaNSsSFRnNxjVHqFmrEm061FSfe+/uQz4dNI+ER6kEfNSMK1F3uRKlOdukTj0PSpZ6Nx/xJZ8hhYuFlRkDPu3Eb1PWMW7QLNp2rUdGRiZb1xxET0+PQaO6qM+NunCTrz6ZS/MOtRj13yd/y1p2qsPe7afYuuYgqckKvHwqci0qmu3rD1PVtxJNnwq0dT1GDOD4wZw9c2rVr4Kdo82baKoQhZ6enh4lSxb8UyleKdD+5ptv2LRpE9WrV6dly5YFEvEXBubm5ixdupT//e9/LF++HDMzM7p06UKNGjX47LPPXnr9NOSslZ49ezZLly5l06ZNhIWFYWJiQtmyZenTp4/6mdNvQ6lSpQgKCmL69OkEBQWRlpaGu7s7s2bNolWrVi+Uh6GhIdOmTWPGjBl89913ZGRkMGLECDw8PGjevDkzZ85k1qxZzJgxA1dXV3744Qc2b95MVNSTDZvq1q3L1KlTmTdvHj/88AOlS5cmICAAKysrvvrqK43yxowZg4mJCWvXruXIkSPUqFGDRYsW0adPH4yMnmwaYmJiwvLly5k3bx47d+5k8+bNmJub4+rqyrBhw7C31/2c0MKuV6922NhYsXDhBn78cTGGhobUqvUeI0cGULly3tNic+nr6/PHH/9lzpxgduw4wLZtf2Fvb8uAAV0ZPrwX+vqad7KdnBwIDv6Rn35aTnDwTlJTFbi6OvPdd8Px92/7pppZZASHRvIoKZ2Pu3oxrr8vGRnZnLwYw4wVZ7h0Pe9HSeWytjBidF/NKZxV3e2o6p4zbXl92GV1oB33MI0Dp6OpVcWB9g1cMTUx4FFSOicuxLI45CInLsQUfAOLmB4fNMPa2oKli3fy88y1GBjqU7OmByM+7/5CAa++fglmzx3FvLkh7Np5nJ3bj2Fvb0NAvzYM+cQPfX3NGQX/XLzBnFmaI3u7d51k966cWUIOjiXf6UAboEvPeljZmLNqyT7m/LwNQ0N9qvtUYMinbXHzcHru9fr6JZgxZyCL5/3J7tC/+XPHWUrZW9IroDEfDWml0SfRt+NJeJQzUrt80V6d+c1eMPSdDbRBPkMKm3bd6mFlbcaGFftYPGsrhob6vFejIgGftKOC+4u9P/7788cEL9jFgd1/89euM9jaWdG1TxN6fdxK62+WEO+6jIwMUlJSsLS01Pp7tX37dtatW0dMTAxubm4MHz5c55OSXoae6hV2x/Lx8aFNmzZMmTLltQovKpYsWcLkyZP566+/cHR0fP4FIl9+fn6ULFmSxYsXF0h+iYmJ1K5dm5EjR/LJJ58USJ55CQ8Px9tbdh0uLMLDlXT56tTbroZ4yqYffKlUOfH5J4p/xZUIK8q4XX3b1RCP3b1cUT5DCpHwcCVGZa+/7WqIp3hYd3z+Sf+yxlsOPf+kQu6vTg3edhUKhV9//ZWFCxfy119/aTyxaPHixUybNk1j02grKys2bNjwWjNgX+lWl6mpqcZjn4oThUKh8f/09HRWr16Nq6urBNkvKSMjg8xMzcdOHDt2jIiICOrUqfNKeT7bPwBLly4FeOU8hRBCCCGEEMXbqVOnqF+/vkaQrVAomD17NqampixYsIBTp04xefJkUlNTX3tQ8JWmjnfo0IF9+/bRu3fv559cxIwYMQInJycqV65McnIyISEhXL16lenTp7/tqhU5MTExDBgwgM6dO+Pg4MDVq1cJDg7G3t6eXr16PT8DHbZv387GjRtp3LgxZmZmnD59mq1bt9KwYUN8fX2fn4EQQgghhBDinXPjxg169OihkXb06FFSUlIYNGgQDRs2BKBr164cPHiQw4cP68rmhb1SoD127Fi++uorhgwZQvfu3SldurTWPHfghXatLmwaNmzIunXr2LJlC1lZWbi5ufHTTz/Rvn37t121Isfa2hovLy/Wrl1LfHw8ZmZmNGnShDFjxmBrm/fzbPPj6emJvr4+CxYsICUlhVKlShEYGMjIkSMLtvJCCCGEEEKIYiM+Pp7SpUtrpJ09exY9PT2aNGmikV6jRg3CwsJeq7xXCrSVSiUqlYq//vqLv/76S+t47nOoi9qu4wD9+/enf//+b7saxYKlpSU///xzgebp5eXFkiVLCjRPIYQQQgghdJHnaBcfFhYWWo8kPnfuHCVKlMDb21sj3dzcnFfYykzDKwXaX331Fbt376Z9+/ZUr1692Ow6LoQQQgghhBCi+HFxcSEsLIyPPvoIyNlQ+cyZM3h6emJiYqJxbmxsLKVKlXqt8l4p0D548CB9+/bVevSSEEIIIYQQQghR2Pj5+fH999/z2WefUbduXXbu3IlCoaBdu3Za5546dQpXV9fXKu+VAm0LCwvKly//WgULIYQQQgghRGEmU8eLj549e7Jt2zZ27drFn3/+iUql4r333qNv374a58XExHDkyBE+++yz1yrvlQLtDz74gK1bt9KrVy+dm6AJIYQQQgghhBCFhZGREStWrGD37t1cv36dcuXK0aJFCwwNDTXOe/jwIWPHjqV169avVd4rBdqVKlUiLCyMrl270rVr1zx3HX/dygkhhBBCCCGEEAWhRIkSz41RK1euTOXKlV+7rFcKtEeNGqX+99SpU3WeU1R3HRdCCCGEEEIIIV7HKwXay5YtK+h6CCGEEEIIIUShImu0xat66UA7PT2diIgIqlSpQu3atd9EnYQQQgghhBBCiCKrxMteYGxszPTp07l27dqbqI8QQgghhBBCCFGkvXSgDeDu7s6dO3cKui5CCCGEEEIIIUSRp6dSqVQve9HBgwf54osv+Omnn6hfv/6bqJcQhVJ4ePjbroIQQgghRLHk7e39tqugpcWOQ2+7Cq8trF2Dt12Fd9IrbYa2YsUKbGxsGDhwIC4uLri4uGBsbKxxjp6eHnPnzi2QSgpRmFSsnPC2qyAeuxphTbjp7bddDfEU7zQXvL2N3nY1xGPh4Urpj0JE+qNwCQ9XMuXBg7ddDfGUFW+7AqJYO3HiBJUqVaJkyZL/SnmvNHU8MjKSjIwMypQpQ1ZWFjdu3CAyMlLrRwghhBBCCCGEeNsCAwM5dOjJDIWUlBQ+//xzoqKi3kh5rzSivWfPnoKuhxBCCCGEEEII8UY8u2JaqVQSGhpKr169cHd3L/DyXinQFkIIIYQQQojiroQ8R1u8olcOtLOysti5cyfHjh3jwYMHfPbZZ3h6epKUlMSRI0eoWbMmdnZ2BVlXIYQQQgghhBCi0HulQDsxMZGPP/6Yc+fOYWZmRlpaGn379gXAzMyM//3vf3Tp0oXRo0cXaGWFEEIIIYQQQojC7pUC7enTpxMVFcXChQupUqWKxiO+9PX1adOmDfv375dAWwghhBBCCCFEoXDmzBn1v1NTUwE4evQo9+/f13l+p06dXrmsVwq0w8LCCAgIoEGDBjx8+FDruKurKxs3bnzlSgkhhBBCCCHE21ZCT/X8k0SRERQURFBQEPBkc7R58+ahp6e5GF+lUqGnp/fvB9pJSUm4uLjkeTwzM5OsrKxXrpQQQgghhBBCCFFQJk+e/K+W90qBdrly5bhw4UKexw8dOkSlSpVeuVJCCCGEEEIIIURB6dq1679aXokXPfHEiRPEx8cD0KNHD9avX8/27dvVQ+56enoolUp++uknDhw4gL+//5upsRBCCCGEEEL8C0roFf0f8Xa88Ih2YGAg06ZNo1OnTvTr14/Lly8zevRorKysABgzZgyPHj0iMzMTf39/evbs+cYqnWvDhg1MmDCBsLCwfKeyCyGEEEIIIYQQAH///Td79+7l2rVrJCcnY2FhQYUKFWjevDnVqlUrkDJeONDOHbmGnNHr3Ed4hYaGcuPGDbKzsylXrhzt2rWjdu3aBVI58XbFxMSwZs0aWrZsSZUqVd52dcRjYX+eYumiHURF3cbQ0ACfmh58OrIbbu4vdrMpLS2dP+aGELrjOPfjErCzt6Zt+7oMGtoJU1NjjXOPHr5A2O5TXPrnJlGRt1EolPxvyiA6dKr3JppWJF089DeH1oURc/0u+ob6lPeqRIt+HXB0dXqh65UKJfuDdhK+/wxJ8QlYlrTGu0lNmvRug5GJkc5rLhw8y/GtB7h35Q6ZGZlYlbKmnFdFuo7+sCCbViTt2nWYBQs2EBl5HUNDA3x9vRg9OhAPj/IvdH1amoI5c4LZvv0AsbHxODiUpEOHxgwb5o+pqYnW+XfuxDJz5lIOHTpLaqqCChWc6du3Az17tinophVZ0ieFi/RH4RJ/+jT3QkNJu3MHPQMDLN3ccO7aFTNn5xe6Pis9neht24g/cYKMhAQMra0pWbs2Th06oG9srHX+o7//5l5YGGnR0WSnpWFoa4tVlSqUadMGYzu7gm6eEIVOWloaY8eOJSwsTCO+zTVv3jxatWrF1KlTMTU1fa2yXmmNdq5atWpRq1at16qAKLxiY2OZPXs2zs7OEmgXEhvX/8V33yzBzd2Zz0f1RKnMIGhlGP0//IHFK77C3SP/YDsrK5tPP/mZUycu0aFzPWr6ehJ56RbLFu/kwvlrzF3wBSVKPFlRsn3rUXZsO0qFimVwc3cm/Py1N93EIuVU6BFCfgnGoXwZWn3UiUxlJsdC/mLhFz8zcPpIHCvkH2xnZ2Wz8r/zuH7+MtWb16a8dyXuXbvD4fV7uBN5g8BJwzT6A2DrnLWc3H4Ij7peNAtoj6GRIQn3H3LrovTN2rW7mDhxFh4e5Rkzpj/p6UpWrNhKr15jCQqahqena77XZ2VlMXjwtxw/Ho6fXzNq1/YiIuI6Cxdu4Ny5SBYv/l6jP+7du4+//xiSklLo188PFxdHwsKOMnHibGJi4hkxovcbbnHhJ31SuEh/FC5xBw9yfdkyTJ2ccOnWjezMTGL37OGfqVOpMm4cZs+ZranKziZq1iySIiMp9f77WLq7k3r7Nvd27SLl+nU8R45E7+n+CAvj1urVmJUrR5k2bdA3MSH11i3iDh7k4alTeP/3vxhaW7/pZgvxVo0ePZq9e/dSo0YNevbsSZUqVbCwsCA5OZmLFy+ydu1adu3aRVZWFnPmzHmtsl4q0H522/PiJjU1FTMzs3+lLJVKRXp6OiYm2nd/3zalUqn15V68fYkJKcycthrH0rYsXvEVFhY5d9latalN984T+XHyKv5YPC7fPLZsPsSpE5fo9WELvvzqyeink3MpfvpxDdu2HKGTXwN1+ojPu/H1fwMxNjYkZONBCbSfkpaUSuj8TVjZ2TBwxkhMzHLey16NajBn6GR2zNtA/ykj8s3jbNhxrp+/TN3OjWk/tLs63caxJLsWbObc3pPUaFFHnf532AlObDtIp8/8qdW2/ptpWBGVkJDMlCkLKV3ajqCgaVhY5Pwtb9euIR06DGfSpPksWzYp3zw2btzD8ePhBAR0ZOLEIep0Z2cHpk5dREjIPrp0aa5OnzlzGXFxD5k1awKtW+f0xwcftGHo0O+ZO3c1fn7NKFu29BtobdEgfVK4SH8ULpkpKdxaswZDW1uqfPkl+o9Hzkr6+hL+f//HzdWrqfzFF/nmcf/wYZIiI3Fo3pzyvXqp041LleLWunU8OHYMu3pPZqDdCw3F0MaGKl9+SQlDwyfn29tza+1a4k+fxrFZswJuadEn34iLj+PHj7N371569+7Nf//7X63j7733Hj169OD//u//WL16NSdOnHitmdov9bszduxYqlSp8kI/77333itX6nWcPHmSkSNH0qxZM7y9vWnYsCETJ07k0aNHGufNmjULT09PIiMjGTt2LHXq1KFjx47q4ytXrqRFixZUq1aNHj16cOLECQICAggICNDIR6lUMnv2bFq3bo23tzeNGjXihx9+IC0tTeM8T09PvvnmG7Zv306nTp2oWrUq27dvz7Md48ePp2rVqkRHRzNkyBB8fHxo2LAhy5YtAyAqKop+/fpRo0YNmjZtyqZNm7TyuH37NiNHjqRu3bpUq1aN7t27s3v3bo1zjh07hqenJyEhIcyaNYumTZtSvXp1QkJC6NGjBwATJkzA09MTT09PZs2apb52x44dtG/fnqpVq9KxY0d27drF+PHjad68uUYZixYtonfv3tStW5eqVavSqVMn1q5dq1Xf7OxsZs2aRcOGDalevToBAQFERUXRvHlzxo8fr3FuUlISkydPpmnTpnh7e9OiRQvmzJmj9Vi57du30717d2rWrImPjw/t2rV77btTb8u+PWdITk6ja/fG6iAboIxTKVq2rsWJ4xHcuxufbx5bQw4DENBfc8reB72aY2JipD6ey8HRFmNjQ4S2iKPnSU9VULPN++ogG8DGoSTvNazBtXNRJMQ9zDePv8NOAFC/q+YXmzodGmJobKg+nmt/UCilKzqrg+z0VAXZ2dkF0ZwiLyzsKMnJqfTs2VodQAA4OTnQpk19jh07x927cfnmsXnzHgAGDNDclbRPn/aYmBixadMedVpamoLQ0EO4uDiqA4hcAwZ0ITMziy1b9r9us4o06ZPCRfqjcHn0999kKRTYN2yoDrIhJ0i2rVmTpEuXSI/P/zP9wdGjAJRu1Uoj3aFpU0oYGvLgyBGN9Ky0NAzMzTWCbABDGxsAShjpXq4kRHGxdetW7O3t+frrr/M97+uvv8bOzo4tW7a8VnkvNaJdv359XF1dX6vAN23nzp0kJSXxwQcfUKpUKS5dusTatWuJiooiODhYa1R+1KhRuLi48Pnnn5ORkQHAqlWr+O677/D19aV///5ER0czfPhwrK2tKV36yZ1XlUrF8OHDOXHiBD179sTNzY0rV66watUqLl++zMKFCzXKO3nyJKGhofTt2xc7OzsqVqyYb1tUKhWDBw+mZs2ajB07li1btjBp0iTMzc355Zdf6NChA61atSI4OJgJEybg4+ND+fI5a6wePHhAr169SElJITAwEFtbW0JCQhgxYgTTp0/XuKkAOesRSpQoQWBgICqVisaNG/PZZ5/x66+/4u/vj6+vL5BzwwBg3759jBo1Cnd3d0aPHk1iYiITJ07E0dFRqx1LliyhadOmtGvXDj09PcLCwpg4cSKZmZn07v1k2tiMGTNYsGABzZo1o1GjRly6dImBAweiVCo18lMoFAQGBnLnzh169eqFs7Mz586dY/bs2URHRzNpUs4d+cOHDzN69Gjef/99vvgiZ0r0tWvXOH36dL6ve2F1/vxVAKrXcNM6Vr1GJbZsPsSF8GuULlNS5/UqlYoL4dewd7DByUlzHZaJiREelctyMfx6gde7uLp96QYA5apU0DpWtkoFzu4+zp3Im1jb2+q8XqVScSfyJpalrLFx1OwzQ2MjSld05k7kTXXa/duxPIiOo07HRhxY8ydHNu0j5VEyBkaGuNeqQptBXbB1LFWALSxa/v47EgAfn8pax3x8qrBx4x7On4+iTBl7nderVCrOn4/CwaEkzs4OGsdMTIypUqUi589HqdMiI2+gUCipUUNXeZXR09Pj3LnI12lSkSd9UrhIfxQuyddyZohZ6HgcrkWlSjw4coSU69cxLpn3Z3rK9esY2thgXErzb38JIyNMy5Yl5fp1jXRrLy8enj7NzbVrsW/QAH1TU1Jv3uT2hg2YurhQUpaDimLu/PnztGzZEgOD/ENgQ0NDWrZsydmzZ1+rvJcKtLt06UKnTp1eq8A37YsvvtBauF6jRg3GjBnDqVOntNaUV6xYUWOUVqlU8ssvv/Dee++xdOlSDB/f9fPw8GD8+PEagfbWrVs5cOAAy5Yto06dJ9M7vb29GTt2LIcOHaJhw4bq9KtXr7Jx48YXXu+ckZFBu3btGD58OAAdO3akUaNGfP3110ybNo3OnTsDOTdA2rVrx4YNGxg1ahQAf/zxB3FxcSxbtoy6desC0KtXL7p168aUKVNo06aNum0AKSkpbN++XWPqfOPGjfn111+pUaMGfn5+GnWbMWMG9vb2BAUFYWFhAUC9evUICAjA+ZkNPEJDQzX6JCAggI8++kg90g1w//59lixZQrNmzZg7d676BsXs2bM1+gdyAverV6+yYcMG9fPa/f39cXFx4eeff2bgwIFUrFiRffv2YW5uzsKFC9HX13+h17wwi72XMzrq4KgduDmUzvkgjonJ++53QkIKijQlbm66N1hxdLTl3NkrJCenaYyYC90S7z8CwMrORuuYlZ21xjm6pCWlkpGuxKF8GZ3HrUrZcOuf6yhSFZiYmXD/VgwAFw6cIVOZQaNerbFztufaucsc33KA25du8MnscZhbW7xWu4qqmJj7AJQurb2ZT27avXv387z+0aMk0tLScXfXvSGUo2MpzpyJIDk5FQsLM3VeusozMjLE1tZKXad3lfRJ4SL9UbgoH+Z8phvZan+m56ZlPMx7VlRWSgrZSiWmTrr3AjGytSXl6lWy0tLUI+auffuiUqmICQsj5s8/1efa+vhQYcAAnZunCVGcREdHq2fsPo+bm1u+s49fRLFbdpAb0KlUKpKTk4mPj8fHxweACxcuaJ3/9IgqQHh4OI8ePaJnz54agWinTp2wfmaDiB07duDq6oqbmxvx8fHqnzp16qCnp8exY8c0zvfx8XnpTcWefkyalZUVFSpUwNjYWGNEumLFilhZWXH79m112r59+/Dy8lIH2QAmJib06dOHuLg4Ll68qFGOn5/fC69Pj4mJITIyks6dO6uDbIA6derg4eGhdX5un2RkZPDo0SPi4+OpW7cuN2/eJCkpCYAjR46oR7ifngXQt29frfx27NiBr68vtra2Gq97/fo5U9OOHz8OgKWlJWlpaRw8ePCF2lXYKRQ5I/tGRtr3x4yNcn5XFWlKrWPq6x8fMzTSPRXcyPj5eYgnMtJzXid9Q+3+MHj8tyP3nPyuN9BxPYDB437KeNzv6WkKAFISkvng649o1LMlVepXp/3Q7jTyb0XSgwSObNz7iq0p+tLS0oGcL/DPyk1TKNLzvD73mK7rAYyNjTTKeVKe7v4zNjZUn/Oukj4pXKQ/Cpfsx7P19HSMrOVO7c5W5v0ZkpV7vaHu/tCVh56BAcZ2dlh6eOAaGIjbJ5/g2KoVj86f58off5CdmflqjSnmSuipivyPyJGSkqIRu+THwsKClJSU1yrvtXYdL4zu3r3LtGnT2L9/v9aLkxvUPa1s2bIa/4+OjgZQT8HOZWBgoDVSe/36da5du0a9pzaaeNqDBw80/l+uXLkXa8RjhoaGODhoTs+ytLTE0dFRa7MyS0tLEhISNNrRunVrrTxzR4Dv3LlD9erVX6lueb1GuWnPBvG7d+/mt99+IyIiQmsNdVJSEpaWlnnmaWNjo3WD4/r160RERDz3de/Tpw87d+5k8ODBODg4UL9+fVq3bk3z5s2L5MZ+Jo8f9aRUan8Qpitzlj2YmOa9vir3WMbjc5+lTH9+HuIJw8dfKrMytPsj8/EylNxz8rs+U8f1AJmP+8nwcb/n3iCxLGWNW03NqZg1W7/PX8G7uPZ3FO+q3EfTKXX8fuemmZjkPVqTe0zX9QDpj2+M5JbzpDzd/ZeenoGtrdWLVL3Ykj4pXKQ/Cpfc9dAqHcFt9uPPkPzWTOvnXp+huz+ezUOVnU3kL7+QkZCA9//9nzrd1scHEwcHbqxcyf2DB3Fo2vTVGiREEZCZmfnCGz7r6elpxS0vq1gF2llZWXz00UfEx8czZMgQKlWqhKmpKdnZ2Xz88cc6n5X2Ort+Z2dn4+bmlueC+meDZOOXnJKTVzCY1y+Irva9qDe1+/nJkycZMWIEvr6+fPvttzg4OGBoaMj+/ftZsmTJK23klJ2dzfvvv8+QIUN0Hs+9eVKqVCk2btzIkSNH+Ouvvzhw4ACbNm3Smp5eVDiUzplKFhvzkIqVNKeKxd7LmTLu6Kh7LReAtbU5JqZGxMTonooWE/MQCwtTmTb+gnKnjCfef4R9Oc1dcxPvJ2ico4uppRmGxkYkPnik83jig0cYm5moN1qzerzW21LHF1OLkjlpaUmpL9OEYsXR8cnU10qVNG+g5jeFNZeNjSWmpsZ5Tp2NiXmAhYWZehOp/KbaKpUZPHyYSPXqni/fkGJE+qRwkf4oXHKnhysfPsS0jOYSotxp5YY6ppXn0jc3p4SREcpnNvt9Og99ExP1tPHky5dJvnIFh2bNtAL4kr6+3Fi5ksSICAm0RbF348aNF9qv6fozexy8ihcOtCMiIl67sDctMjKSq1evMmXKFLp2fbIj5su8UE6P17rcuHGDBg2ePOYoMzOTO3fuqDcDg5xR4AsXLlCvXr1CF7Q5OTlx7Zr2o5iuXs3ZUOvZ0Xld8mrT06/Rs55NCw0NxdjYmEWLFmncaHh2Wv3TeT694d7Dhw81Ruoh53VPSUlRTxXPj5GREU2aNKFJkyaoVCpmzJjB/PnzOX36tHqDt6LCu2oF1q3ex99nr/B+fS+NY+f+vgKAl7f2xly59PT0eM/LldMnI4mOvq+xIZpCoSQy4hbVamhvyiJ0c/Eox8nth7gVcZ1Kz4ww3/on573n7JH3TBE9PT2c3MtyI/wKj2LiNTZEy0hXcu/qHco+tdGao2uZPAPzxMe7m5vbWr5Ok4q0atU8CA7ewZkzETRo4KNx7OzZnM+vqlXd87xeT08Pb283Tpy4wJ07sRqbPSkU6fzzz1V8fJ4s/fHwKI+xsZE672fLU6lUVKumvZTmXSJ9UrhIfxQu5q6uxO3fT/LVq1g/86SelMff1czz2YBYT08P8/LlSYqKIv3BA40N0bKVStJu3dLYaC03IFfpGODITdN1TIjiZs6cOS/0BCKVSvXa8V2xWqOdO9L77MjuokWLXjgPb29vbGxsWLt2rXoXcoAtW7ZoBXzt27fn/v37rFq1SisfpVJJcnLyy1S/QDVr1owLFy5w8uRJdVp6ejpBQUHY29vj5eWVz9U5ctdWJyYmaqQ7Ojri4eFBSEiIRhuPHz9OZKTmDqL6+vro6elpjFwnJCSwfv16jfPq1auHgYEBQUFBGukrV67Uqle7du04f/48+/drPxYkOTlZvUv5w2c2EdHT01M/dk7XMoLCrlnzmpibm7Bx/X6Sk588Pu5u9AP+DD1JrdqV1TuOp6Wlc+3qXeLiHmnk0aFTzs2J5UtCNdLXBu9FoVCqj4vnq1yvGsamxpzaeQRFqkKd/ig2nosHz+JazU2947hSoSTuVgxJ8Zp/Q6o3z3k24+Fn1laf2HaIjPQM9XHImWru1agGyQ+TuHDwrMb5x7fm7EPgUef57+viqmXL9zE3N2Xt2l0kJz8Z2Y+OjmXnzkPUqVNVvZtyWpqCK1duERuruXmgn1/OY9YWL96okR4UtAOFQqk+DmBqakLr1vW5fTuGXbs0H4u3aNEmDAz06dixcYG2saiRPilcpD8KF9saNShhYkLcgQNkPfVI2PQHD4g/dQpLDw/1juNZ6emk3b2rNXpd6v33Abj31MZmALH795OdkaE+Dqg3TXt09iyZqZqzn+4fzukfiwp536x/l5XQK/o/IseIESMYPnz4C/3knvs6itXU8YoVK+Lq6srUqVO5d+8e1tbWHDhwgHv37r1wHkZGRnz66ad8//339OvXj3bt2hEdHc2GDRu01jF37tyZnTt38t1333HixAl8fX1RqVRcu3aNHTt28Msvv2hsRvZvGjRoEFu3bmXw4MEEBARQsmRJQkJCuHz5MtOnT3/utvaQM3JsbW1NUFAQZmZmmJub4+7ujoeHB6NGjWLYsGH07t2b7t27k5iYyMqVK/Hw8NBYG9+sWTMWL17MgAED8PPzIyEhgTVr1mBnZ0dc3JPnddrZ2REYGMiiRYsYOnSo+vFe+/fvx9bWVuOO0scff8zevXsZNmwYXbp0wcvLi/T0dCIjI9m5cydbtmzBxcWFiRMn8vDhQ+rVq0fp0qWJiYlh5cqV2Nvba+0+XxRYWZszcswHTPp2GQP6/kD3nk1RZmQQvDIMPT0YM76X+twL568xaMA0Ovk14LsfBqrT/bo2ZGvIYYJXhpGclEbNWh5EXrrF2uC91KpdmQ6dNNe9R166xf69ZwGI+CfnUVP79pwh+k7OVMAmzWrg4ak5BfFdYWppRquBfmydvYaFX/xMrfb1yczI5HjIAdDTo93gbupz70TeYMn42dRoWYeuoz9Up/u0qsvfYSc4FvIXipQ0yntXIuZaNCe2HsS1mhvVmmn+nrbs35GrZyNZP20Zty5eo5SzPdfPXyb8rzOUruhM3U7v7pdWa2sLxo0bwH//+xu9e4/D378tSmUGK1ZsBfT4+utB6nPPnYsiMPArunZtzpQpo9Tp3bq1ZNOmvSxfvpWkpFRq1fLi0qVrrFq1nTp1qtK5c1ONMkePDuDIkbOMGzeTCxcu4+LiSFjYMfbuPcGwYf6UK6d7R/l3hfRJ4SL9UbgYmJtTtnt3bqxcyT9Tp2LfuDGqzExi9ubceC3n768+N+X6dS7NmEGpevWoOGCAOt2uQQPuHz1K7J49ZKWlYenuTurt28Tu24elh4dGoG3m4oKtry8PT53iwvffY9+oEQbm5iRfvsyD48cxtrfHvkmTf+8FEOItGDFixL9aXrEKtA0NDZk7dy6TJk1SP9KpUaNGLFiwQGMa+PP0ffz4g8WLFzNt2jQqV67M3Llz+d///qcx/blEiRLMnj2bpUuXsmnTJsLCwjAxMaFs2bL06dNHY5r5v61UqVIEBQUxffp0goKCSEtLw93dnVmzZtGqVasXysPQ0JBp06YxY8YMvvvuOzIyMhgxYgQeHh40b96cmTNnMmvWLGbMmIGrqys//PADmzdvJirqyYZMdevWZerUqcybN48ffviB0qVLExAQgJWVFV999ZVGeWPGjMHExIS1a9dy5MgRatSowaJFi+jTpw9GT60nMjExYfny5cybN4+dO3eyefNmzM3NcXV1ZdiwYdjb59yR79y5M2vXriU4OJiEhATs7Oxo0qQJw4cPf+EdBwubHh80xdragmWLd/DLzLUYGOpTs6YHwz/v9kIBr75+CWbPHckfc0MI3XmCnduPYWdvQ0C/Ngz+pDP6+pqTXCIu3uC3WZojF7t3nWT3rpyZEo6Otu9soA1Qu30DzKzMObRuD38uCkHfwIByXhVp0a8DpSs8f3lGCf0SfPjdEPav2kn4X2cI338aC1sr6nVrRtM+bSjxTH9YlrRm0MxR7FmxnfP7T5GWlIplSWvqdW1K0w/bYWTybm9k16tXO2xsrFi4cAM//rgYQ0NDatV6j5EjA6hc+fkjNfr6+vzxx3+ZMyeYHTsOsG3bX9jb2zJgQFeGD++l9ZhAJycHgoN/5KeflhMcvJPUVAWurs58991w/P3bvqlmFinSJ4WL9Efh4tCkCQYWFtwLDeX2+vXoGRhg4e6OS5cumLm4PPd6vRIl8Pj0U6K3biX+5Enijx/H0Nqa0q1a4dSxI3rP7OlTceBAYitW5MHRo9zdtg1VdjaGNjY4NG2KU8eOGLzg02eEEC9GT/U6O2i9Q7Kzs6lXrx6tWrXif//739uuTqHl5+dHyZIlWbx4cYHkl5iYSO3atRk5ciSffPJJgeT5OsLDw6lYOeH5J4p/xdUIa8JNbz//RPGv8U5zwdv73Q74C5PwcKX0RyEi/VG4hIcrmfLME2LE27WiEI6q++0+8Lar8No2t2z0tqvwTipWI9oFJT09HSMjI43pyps2beLRo0fUqVPnLdas8MjIyEBPT09jCvqxY8eIiIhg5MiRr5SnQqHQ2v186dKlAPK6CyGEEEKIf12x2tDqHefl5fXSG5yFh4e/cnkSaOtw9uxZJk+eTNu2bbGxseHixYusW7cODw8P2raVqU4AMTExDBgwgM6dO+Pg4MDVq1cJDg7G3t6eXr16PT8DHbZv387GjRtp3LgxZmZmnD59mq1bt9KwYcMit0O4EEIIIYQQovCoWbPmv1qeBNo6ODs7U7p0aZYvX05CQgLW1tb4+fkxZswYjbXC7zJra2u8vLxYu3Yt8fHxmJmZ0aRJE8aMGYNtPs99zI+npyf6+vosWLCAlJQUSpUqRWBg4CuPkAshhBBCCCEEwPLly//V8iTQ1sHFxYXff//9bVejULO0tOTnn38u0Dy9vLxYsmRJgeYphBBCCCHEq5LHY4lXJcsOhBBCCCGEEEK8s5KTk5kwYQJXrlwpsDwl0BZCCCGEEEII8c5SKBRs2rSJ2NjYAstTAm0hhBBCCCGEEO+0gn7qtazRFkIIIYQQQggd9PQKNvgS7w4Z0RZCCCGEEEIIIQqQjGgLIYQQQgghhHhnWVtbs2zZMqpUqVJgeUqgLYQQQgghhBDinWVoaEidOnUKNE+ZOi6EEEIIIYQQOpTQK/o/IkdgYCBHjhxR/z87O5vLly+jUCjeSHkSaAshhBBCCCGEKNaOHz/O/fv31f9PSEigU6dOnDlz5o2UJ4G2EEIIIYQQQoh3TkE/0utpskZbiJd0NcL6bVdBPMU7zeVtV0E8Izxc+barIJ4i/VG4SH8ULuNLlXrbVRBCFFMSaAvxkpzcr73tKojHoqMqMDjy0duuhnjKHx42VKqc+LarIR67EmGFt7fR266GeCw8XEmKw423XQ3xmHlseXl/iOeS6b/iVcnvjhBCCCGEEEKIYk9PT3t3OF1pBUFGtIUQQgghhBBCFHtTpkxh1qxZQM6u43p6enz55ZeYmJjoPD80NPSVy5JAWwghhBBCCCFEsebk5ARARkaGOq1MmTJaaQVFAm0hhBBCCCGE0KGE3pvblVr8u/bs2fOvlidrtIUQQgghhBBCFGubNm3i9u3b/1p5EmgLIYQQQgghhCjWJkyYwJkzZ/618mTquBBCCCGEEELoUOLNbEgt3gKV6t9dBiAj2kIIIYQQQgghRAGSQFsIIYQQQgghhChAMnVcCCGEEEIIIUSxt2bNGg4fPvxC5+rp6fHDDz+8clkSaIti7/Tp0xw6dIh+/fphZWX1tqvz2vbtPs+KxXu5EnUXQ0MDqteswNDP2lHJvcwLXa9IU7Jo3p/8ufMsD+ISKWVvRat2Pnw0uCUmpkbq89LTMwjdeprDB//h8qW7xMUlYGNjTiX3MnzYvym+ddzeVBOLlCZOpfjQw5lKVuZkZKv4+0EC8y7c4Gpi6nOvLWdhSidXRzxsLPCwNsfa2JCQ6/eYcvpynteUNjVmqHd5ajvYYmZQghtJaay/epct12MKsllFVtifJ1myaAdRUbcxNDSgZk0PPh3ZHTd3lxe6Pi0tnT/mhrBzxzHuxyVgZ29Nu/Z1GTS0M6amxhrnHjl8gT27TxHxzw2iIm+jUCiZNGUQHTrVfxNNK7J27TrMggUbiIy8jqGhAb6+XoweHYiHR/kXuj4tTcGcOcFs336A2Nh4HBxK0qFDY4YN88fU1ETr/Dt3Ypk5cymHDp0lNVVBhQrO9O3bgZ492xR004qkE/vPsX3VHm5dvYeBgT6e1SvSc3B7XCq+2GdIukLJpiW7OBZ2hkcPErEpZcX7LXzw698aYxMjjXP/mBTEwZ0ndObTrldTeg/v/NrtKerk/VH4yfTf4uXEiROcOKH779KzJNAW4jnOnDnD7Nmz6dq1a5EPtEM2HGPy/62loltpho3qgDI9k3VBBxkcOJt5S0fg5pH/F6WsrGxGD1/AmZNXadvRFx/fikRFRrNqyT4unr/Jr38MpkSJnI+Uu9EPmfztWryrl6ddJ18cStsQe+8Rm9YdZcTHvzN8ZAf6ftTs32h2odWxvCNf+bpzJSGF38KvY6Rfgp6VyjCvSTWG7D/33GDbu6QlH3q4cCdFwT+Pknnf0Tbf8+1NjfijWXUsDPRZfSWauykKGpUpxYSa7tibGLEo4lZBNq/I2bj+L779ZjFu7s6MHNWTdGUGwSvD6PfhJJas+Ap3j7L5Xp+Vlc2IT37i1IlLdOxcn5q+HkReusXSxTsJP3+N3xeMUb8/ALZvPcKObUepWNEJN3cXws9ffdNNLHLWrt3FxImz8PAoz5gx/UlPV7JixVZ69RpLUNA0PD1d870+KyuLwYO/5fjxcPz8mlG7thcREddZuHAD585Fsnjx9xp9cu/effz9x5CUlEK/fn64uDgSFnaUiRNnExMTz4gRvd9wiwu3/VuPsnDqGlwqlsZ/aAcylJn8uf4g333yK//57VPKVnLK9/rsrGxmjJ1PxNkrNGhTC8/qFbl5OZrtwfu4+s8txv00RKM/cg2Z2Ecrzdm1dIG1q6iS94cQ/76hQ4dSv/6/c0NcAm3xWtLS0jA1NX3b1XgnJCam8uv0LTg4WvPHshGYW+TcqW7Rpjp9uvzIz1M3MXvhJ/nmsT3kJGdOXqVnn4aMHt9FnV7GyZZZM7ayc+tp2neuBYCtrTlLgkfi+Z7mSKBfj/f5sNt0/pizk8496mJlZVawDS0iLA31+axaBWJS0xmy/xypmVkA7Ll9n5WtajKqWkU+PRiebx4H78XTZssRkjKyKG1mzIa2tfM9f+h7rtiZGDHh6D/sj34AQMj1GKbWq0L/ymXZeTOW6NT0gmlgEZOYkMKMacE4lrZlyYqvsbDI+bvUuk0dunX+mmmTVzF/8Zf55rFl80FOnbhE7w9b8uVXH6rTnZztmPnjarZtOUInvwbq9BGfd2fif/thbGzI5o0HJdB+RkJCMlOmLKR0aTuCgqZhYZHzt6Jdu4Z06DCcSZPms2zZpHzz2LhxD8ePhxMQ0JGJE4eo052dHZg6dREhIfvo0qW5On3mzGXExT1k1qwJtG6d80Xqgw/aMHTo98yduxo/v2aULftuBngpSamsmh1CSQcb/vPbZ5ia53yG1GlegwkBU1nx6yYm/DIs3zwO7DxBxNkrtOrekICR3dTp9mVKEjQnhMO7TtFQx9+xBm1qFWxjigF5fwjxdlSqVIk6der8K2XJbAjBrFmz8PT05PLly3zxxRf4+vpSu3ZtvvnmG1JSUtTnNW/enIEDB3LkyBF69uxJ1apVWbBgAQBKpZLZs2fTunVrvL29adSoET/88ANpaWkaZR05coQPP/yQ2rVrU716dVq2bMl3332ncc6L5uXp6ck333zD7t276dixI97e3nTo0IG//vpLo23Tpk0DoEWLFnh6euLp6cmxY8cK9DX8NxzYe4GUZAWdu9VVB9kApcvY0qxVNU6duELMvUf55rFjy0kAegc21kjv5t8AYxNDdmw5pU6ztjHXCrIB7Oyt8KlVkYyMLG5ei3uNFhVtjcqUwsLQgC3X76mDbICYtHT23rmPr4MNDqZG+eQAicpMkjKy8j0nl7F+CZo5l+JOikIdZOcKjorGoEQJWpd1ePmGFBN795whOTmNrt0bq4NsgDJOpWjZuhYnjkdw7+6DfHKALSE5a7YC+mtOofygV3NMTIzYGqK5psvR0RZjY8MCakHxExZ2lOTkVHr2bK0OIgCcnBxo06Y+x46d4+7d/P+GbN68B4ABA7pqpPfp0x4TEyM2bdqjTktLUxAaeggXF0d1EJFrwIAuZGZmsWXL/tdtVpF1+kA4aSkKmnSsqw6yAewcbandpDr/nL7M/7N333FV1f8Dx1/sy5A9FFGR5QIV907NREXFjbusHF+1ZWaW/urb+qZWmjkrR+XCnLkXaq7SLBemggouZImCCJfLuL8/Lly93stQKdb7+XjwKD/rfM4993PP/dzPOHfi7xZaxtFdmntI98EddcKf79sGcwszjuTFP06tVpPxQEluTu6znUQFIu1DiIpPRrSF1ltvvYWbmxuTJk3iwoULrF27ltu3b/P9999r01y/fp3XX3+dgQMHMmDAAKpVq4ZarWbChAn88ccfDBw4EB8fH65cucLq1au5fPkyS5cuxcjIiMuXLzNmzBj8/PyYOHEilpaWXL9+nSNHjmjLL25Z+U6fPs2BAwcYMmQI1tbWrFixgtdff50DBw7g4ODACy+8QExMDNu2beO9997DwUEzNdfb2/vfe2FLyPmz1wEIaOypFxfQ2JMdW05yIeIGblXtDeZXq9VciLiBs6st1dwddeIUCjN867hz4Xzxph4nxqcA4OhkU/wTqGDqO1YB4Fzyfb24iDupBNdyo55DFRIyCu/cFZe3rRUKUxMiYvXLi0hOJVetpp5j5b0e+aPJjRr76sU1auzD1l+Ocj4imqrVnAzmV6vVnI+IxsXVHnd3Z504hcIcv7o1OB8RXfIVr8DOnIkEIDCwrl5cYGA9Nm3az7lzUVSr5mIwv1qt5ty5KFxdHaleXfdHJIXCgnr1vDh3LkobFhl5DaVSRePGho5XFyMjI86ejXyWUyrXrvytuYf4+nvqxfkGeHJk1x9cvXgDpwKWsKjVaq5evIGDsy3OVXXvIeYW5tT0rU50ActXxnWfRsYDJcYmxtSu40HwsM4069Dw2U6onJP2UX7Ic7TF05KOttByc3Pj+++/13ZkXVxcWLhwIceOHdOuZbh+/ToLFy7k+eef1+bbunUrhw8f5qefftKZiuHv788777zD0aNHadeuHUePHkWlUvH999/j6PjwJj158mTt/2/btq1YZeW7evUq27dvp1YtzaYhLVu2JCQkhO3btzN8+HDq1q1L/fr12bZtG126dMHDo3gbIpVFCfH3AHB1s9OLyw/LT2NIako6SmUWXj6Gp4W5utkRceYaD9KUOiPmjzt88Dx/R9wgsJkX7h6GOy2VgWvexlgJGfpTtRMyVHlpCh/RfprjJeaV/aisXDUpmVnaNJVRfFwyoBllfpxbVU1YfCGjdSkpD1BmqPDxMfwZ4ebmyNnTV0hLy9AZMRcFi49PAqBqVWe9uPywuLikAvPfu3efjIxMfH0Nbwrl5ubEqVMXSUtLx8bGSluWoeOZm5vh4GCrrVNllJx4DwAHF3u9OEcXzT3kbl4aQ9JS01EpVXjUNnwPcXSx43JEDBkPlNoRcztHG17o347adWtgZWNJ3I1E9m44wjfTfiD0Pz0JHtrZYFmVgbQPISo+mToutIYPH64zWjxixAgADhw4oA2rWrWqTicbYOfOnXh6euLj40NycrL2r0WLFhgZGWmnaVepohkBDA8PJzfX8PSx4paVr2XLltpONkDdunWxsbHhxo2KtymUUpkFgJm5/u9j5nlh+WkKy29uIL8m3CwvnX5HLl/0lTg+mRZGFVtLpn0cWryKV1AKE83HZ5aBqZCqvPe3wsSkxI+nKqDtZObmatNURvnvW0Pvb4v897aBHym0+fN+MCmofeRPES+sDKErQ/ua6k+vf/h5U/CeAvlxhvIDWFiY6xwnoxjXMMPAD2OVhaqQe4hZ3mucWcg9RJXXxgzl1y3jYRsJ/U8vRrzZj3bdmtOknT89hnTi85+m4ObhzPrvdxY5Vb0ik/YhxL/v4sWL9OrV6187noxoC61HO6wAjo6O2NnZcevWLW1YjRr6u/bGxMQQHR1N69atDZZ7545mqmuPHj1Yv34906dP58svv6RVq1Z06dKF7t27Y2pq+kRl5atWTX+XbTs7O1JTUws50/JJodDcTLNU2Xpxqryw/DSF5VcZyK8Jz8pLZ3gU9lp0Aq+N/pZctZqvF46meiUezQZQ5nWwzQx0bs3zdnlV5hRv/fWTHM/cwI6+ABbGxqQUcG0rg/z3raH3d2b+e7uQGQaKvNkABbWPzMyiyxC6LLWvqX7n7eHnTcGzMPLjDOUHyMxU6RzHshjX0MGhfD954lmYF3IPycp7jS0KuYeY57UxQ/l1yyi8jSisLOge2pEfvlrPuROX6NirVdGVr4CkfQhR8UlHWzwRCwv9D/3c3Fx8fHyYNm2awTyurpq1QwqFgpUrV/LHH3/w66+/cuTIESZPnszy5ctZvXo1CoWi2GXlM/QYEdCsXapoXN3sAUiIT8HTy00nLiFvzXR+GkNs7axQKMxISEgxGJ8Qn4K1jcLgtPHoK3G8NvpbVJnZzP12DA0Caj7dSVQg+VPGXS0tuHZfd6O+/CnjCSU4+pl/PBcDHT0zYyPsLMyIuKu/XryycMtbMxoffxevxx5RFB+nGTUzNK08n52dNQpLc+Ljkw3Gx8cnY2NjKdPGn4Cb28Ppr97euj/SFjaNNZ+9fRUsLS0KnD4bH38HGxsr7UZShU23VamyuHs3lUaN6jz5iVQQjnlTxu8m3qO6p+49JDlRc18wNK08n42tFeYK8wKnlycnpmBprdDZaK0gztU07TX1blrRFa+gpH2UH8ZGFe87pfh3VN55hkLPtWvXdP6dnJxMSkoK1atXLzRfzZo1uXfvHq1bt6ZNmzZ6fz4+Ptq0xsbGtGzZkilTprBlyxY+/PBDzp8/z549e564rOJ6dDp8eVY/QHMjPncmRi8uIi+snn/Bzwk2MjKiboMaJCWkcjtWtzOhVGYRdSmWeg3081+Jus2EVxaTlZXDvO/HSic7z4W8Tq1/3qZoj/J3stVJUxKupKaTmZOjLftRDRyrYGxkxIXkyvultUFAbQDOnr6sF3f2zBVNGv/aBeY3MjKiQYPaJCbcIzZW94uoUqki8uKNQvMLfQ0b+gFw6tRFvbjTpzVhAQH6m9flMzIywt/fh4SEZG7dStCJUyozuXDhqk5+P79aWFiYa8t+/HhqtVpbp8rIq57ms/tyRIxeXH6YV93C7yG163hwNymVpDjde4gqU8X1qFvULiT/o+JuaHbTtnPS//ysLKR9CFHxSUdbaK1cuVJnJHjFihUAdOzYsdB8PXr0ICkpidWrV+vFqVQq0tI0X/7v3tVfi9WgQQMA7t+//0RlPYn853yX9+nkHTr7Y2VtwZYNx3mQptSGx92+y/49Z2nS3Fu747gyQ0VMdAJJibrn3L1nUwDW/HRIJ3zTz8fIVGbRrWcTnfDLkbFMfHUxarWa+UvGGXzcV2V1KPYOD7Ky6e1ZFSvTh2ux3Swt6FTdmT8T72lHtC1MjKllY4lTIdMyi5KZk8vBW3eobq3gOXfdaftDfKuTnZvL3puV93FrnTs3wdpawcYNv5KW9nCGwe3YO+zd/QfNmtfV7jiekZFJ9NXbJD42MhfcS7NkZcUPu3XC14UdQKlUaeNF8XTp0gpra0vWrdtDWlq6Njw2NoFdu47SokWAdkfljAwlV67cICFBtwMXEtIJgOXLN+mEr1mzE6VSpY0HsLRU0LVrG27ejGfPHt1HsS1bthlTUxN69tR9tGFl0rSDPworCw5uO07Gg4f3kKT4u5w4eIZ6gd7aHcczlSpir8VzL0n3HpL/POydYQd1wsM3HUOVmaXzvOzMjExUmfrTmlPvprFjzQHMzE1p2FJ/B+zKQtqHEBWfTB0XWvHx8YwePZpOnTpx8eJFfv75Z9q1a0fbtm0Lzde7d2927drFxx9/zB9//EHTpk1Rq9VER0ezc+dO5s6dS8uWLVm4cCEnTpygY8eOVK9enZSUFMLCwrCystJ25otb1pPw9/cH4KuvvqJXr16YmZnRqlUrnJzK1xpjW1srJk7qyaxPNjBm5Hz6DGxFliqbdWuOYmRkxJtTQrRp/464zoRXFtOjdzP+79PB2vDgPs3ZufUk61YfIe1+Bo2benE58jYb1x6jSXNvuuV1xEHTgZ/46mJS7qUz4pXOXIm6zZWo2zp1atHaD8dKOiJxPyuH+RExvBvow7fPNWRzdBzmxsYM8NY88m7u2YePgqrvUIUFHQLYfi2ez/58+LgVa1MTBuZNc7Yx03TWfe2seamOZlQoKuUBRx8ZOVp8/hrNXO35oJkfP1+OJTZdSftqTrSr5siyC9e59ciX58rG1s6atyYP4tOPfuKl4Z8xYGBHVFnZrFm1DyMjI96ZOkSbNuJcNKNHzaRXSFs++d+r2vCQvu3ZtuUYa1bt4/79dJo2q0PkpRv8HLafZs3rEtxL99mzkZdu8OuBUwBcvKB5dNKB/aeIvaUZEX+uUyB+dYo3wlcR2dnZMGXKKD78cCFDhkwhNLQbKlUWK1duA4yYNm20Nu3Zs1GMHPk+fft2ZsaMt7Th/fp1YfPmA6xYsY3799Np1qwBly5Fs3r1Dlq0CKB37446x5w0aQS//XaaKVNmc/78ZTw83AgPP86BA38wfnwoNWvq7+tRWVhXsWLw+F788OV6Phn/DZ16tyY7K4e9Gw5jhBHDXu+jTXv1wnU+f30h7bo1Z8y0h22nQ48WHN19kr0bjpD+QEndRl5cvxxL+OZj1Av0pm3XR+4hN5P44u1vadLOHzcPZ+2u44d2nCD9fgYj3uqHg7P+UzQqC2kfQlR80tEWWrNnz2bx4sXMnj0bIyMjBg4cyNSpU4vMZ2xszPz58/nxxx/ZvHkz4eHhKBQKatSowdChQ6lTR7Pm5/nnn+f27dts2rSJ5ORk7O3tCQwMZMKECdrp6cUt60kEBATw9ttvs3r1at577z1yc3P56aefyl1HG6DvwNbY2Vmx6oeDLJizHTMzExoF1mbc693x8XMvMr+JiTFfLXyVZYv3Er77NHt3nsbZpQpDRnbg5bEvYPLIxl6xN++Qck/zK/uKpfsNlrdg6bhK29EG+CU6jtTMLIb6eTDB35OsXDVn7qTy7fkYrqSmF5m/irkpYxrobkJYz6EK9Rw0r+n2a/E6He34jEzGHDzDuAaehNSuiqWpCTfSMpj5VxS/xMSX7MmVQwMGdcLOzoYfl+/i69nrMDUzoUkTPya+0b9YHV4TE2PmL3qLbxdtYc+uE+zacRwXF3tGvBjE2P+E6LQPgAt/X2PBPN2RpH17TrJvz0kAXN0cK3VHG2Dw4O7Y29uydOlGvvhiOWZmZjRrVp833xxB3bpFT8U3MTHhu+8+ZMGCMHbuPMz27YdwcXFg1Ki+TJgwGJPHdvZ3d3clLOwL5sxZQVjYLtLTlXh6VufjjycQGtrtnzrNcqNzSBtsbK3ZseYAaxdtw9TMBL+GXgwY3YOaPkXfQ4xNjHl71mg2/7CH4/tP8/u+U9g72dI99Dn6vNQV40faiJ1jFQJa1CXybDQnDpwmM0OFjZ01dRt5ETToOeo29v4nT7VckPZRPshztMXTMlJXxF2jxBOZN28e8+fP58iRI7i4uJR2dcq0iIgI3H2ji04o/hWxUbUZE3mvtKshHvGdnz3edcv3Mo2K5MpFW/z9Zaf0siIiQsUD12tFJxT/CuuEWtI+ypyyt0781SMHS7sKz2xJu46lXYVKSdZoCyGEEEIIIYQQJUimjgshhBBCCCGEATIqKZ6WvHeEEEIIIYQQQogSJB1twWuvvcalS5dkfbYQQgghhBBClADpaAshhBBCCCGEECVI1mgLIYQQQgghhAHGRvKAJvF0ZERbCCGEEEIIIYQoQdLRFkIIIYQQQgghSpB0tIUQQgghhBBCiBIka7SFEEIIIYQQwgBjo9KugSivZERbCCGEEEIIIYQoQdLRFkIIIYQQQgghSpB0tIUQQgghhBBCiBIka7SFEEIIIYQQwgBZoy2elnS0hXhCsVG1S7sK4hHf+dmXdhXEY65ctC3tKohHRESoSrsK4hHWCbVKuwriEdI+yhZ//9KugRAlRzraQjwhf3/z0q6CyBMRoeLD+LulXQ3xiI/cHKSNlCERESosasSUdjVEnswbnnjXTS3taog8Vy7aUs3namlXQ+iQnraoOGSNthBCCCGEEEIIUYJkRFsIIYQQQgghDJBRSfG05L0jhBBCCCGEEEKUIBnRFkIIIYQQQgihR6VS8c033/DLL7+QkpKCn58fb7zxBu3bty8yb2pqKl9++SV79uxBqVQSEBDAlClTCAgI0Ka5efMmzz//fIFltGnThuXLlxeZdvbs2QQHBz/h2f2zpKMthBBCCCGEEAYYG6lLuwqlaurUqezevZuRI0fi6enJpk2bGDt2LD/88AMtWrQoMF9ubi5jxozh0qVLvPzyyzg6OrJmzRpGjhzJ+vXr8fb2BsDR0ZFZs2bp5f/rr78ICwujXbt2enE9evSgY8eOOmGNGzd+pvP8J0hHWwghhBBCCCGEjrNnz7J9+3befvttxowZA0CfPn3o2bMns2bNYv369QXm3bVrF6dOnWLOnDn06NEDgO7duxMUFMQ333zD3LlzAbCysiIkJEQv/4EDBzA2NqZnz556cfXq1TOYp6yRNdpCCCGEEEIIIXTs2rULY2NjQkNDtWEWFhYMGDCAc+fOcfPmzQLz7t69GwcHB7p166YNc3R0pHv37hw4cAClUllg3rS0NA4cOEDLli1xc3MzmCY9PR2VSvUUZ/XvkY62EEIIIYQQQggdFy5coGbNmtjZ2emEN2zYUBtfWN769etjbKzb3QwICCAzM5OrVwt+hv3u3btRKpX07t3bYPyiRYsIDAykYcOG9OvXj0OHDhX3lP5VMnVcCCGEEEIIIQwwNirtGjy7wjYbAwgPDzcYnpiYiIuLi154flhCQkKBZSYmJhIYGKgX7urqqs1bv359g3m3bt2KQqGga9euOuHGxsa0a9eOLl264Obmxo0bN/jhhx8YO3Ys8+bNo0uXLgXWpzRIR1sIIYQQQgghhA6lUom5ubleuIWFhTb+SfPmhxWUNz4+nuPHj9O9e3dsbGx04tzd3Vm6dKlOWEhICMHBwcycOVM62kIUx7x585g/fz5Hjhwx+Evao0aMGAHAihUr/o2qCSGEEEIIUW4UNGJdFIVCYXAddGZmpjb+SfPmhxWUd9u2beTm5hY4bfxx9vb29OvXj++++46bN2/i4eFRrHz/BuloC1HO7NlzjCVLNhIZGYOZmSlNmzZg0qSR+PnVKlb+jAwlCxaEsWPHYRISknF1dSQ4uAPjx4diaan/oXfrVgKzZ//I0aOnSU9XUrt2dYYPD2bgwKCSPrVyKeXUnyTt3Y0y9iZGJqZY+/jiFtIPhXv1YuXPVWWSsGMrKSf/IDs1BVNbO+yatcC1R0+MzS300icfPUTy4V/JvH0bIxNjFDVq4hIUTJX6DUr61MolaR9lz7EDZ9mw4gAxl+MwNTOhQePajBzfA0/vasXKr1SqCFuyh0N7T5OclIqjsy0dugYy+JUXUCj0R0setW3dERZ/sQmAH7b+H85u9s96OuVe+N6T/LBsJ1FRNzEzM6VJEz9ee7M/Pr7F+3KakZHJd4u2sGvncZISU3B2saN7j5aMHtcbS0vdz6zfjp1n/74/uXjhGlGRN1EqVXw2YzTBvdr8E6dWLh3cd45VPxzkStRtzMxMadSkNmNf6463b9Vi5VdmqFj27T727T7NncRUnFxseaFbY0aN6YLC8mH7yMzMYvf2v/jt8EWiImNJSkzF3t4ab99qDH3xOZq28PmnTlGUYy4uLsTGxuqFJyYmAg+ngReUNz/do/KnmxeUd8uWLTg6Ohp8rFdBqlbVtJeUlJQy1dGWzdCEKEfWrdvDa699TkaGksmTX2LcuEFcuhTN4MHvcOlSTJH5c3JyGDPmI77/fgPNmjXgww/H0alTC5Yu3ci4cZ+Qm5urkz4uLonQ0Mns2/c7gwYFMX36GKpWdWL69PnMn7/mHzrL8iP56GFufL+IXFUmVfsMwLVbMMpbN7j65ecobxW8E2c+dW4uMQvmkrRnF9Y+flQLHUqVgEYk7dvNtUXzUD92PWLDVhG76idQq3Hr3QfX4N7kKpVcW/A1KSdP/FOnWW5I+yh79vxynP+9+yPKDBUvTQwmdNTzREfd5p1X5xFz+XaR+XNycvnvm0tY/9MBGjT24j/v9KNFu/psXHmQjyct1bsmj0qIu8uPC3ZgaaX/g1VltWnDId5+cwEZGZm8+dZAXh3Tk8hLN3hx2GdERd4oMn9OTi4T/zOH5Ut30LRZHd6bPpznOjbmx+W7eGPCXL3rsWPbb2zacIhMZVaxO/KVydaNJ3j/7Z/IyFAx/s1gXhzdmajIWMa+OJ8rUcVrH29PXMrK5Qdo3KQ2b7/fl3Yd6rP6x1955/XlOtfjduxdZny0njt37tO9V1Mmv9eXXv1aEHUpltdGf8vK5Qf+yVMt14wrwN/Tqlu3LtevXyclJUUn/MyZM9r4wvL+/fffep8LZ8+excLCAi8vL708UVFRXLx4keDgYExNiz8enL/7uaOjY7Hz/BtkRFuIciIlJY0ZM5ZStaoza9bMwsbGCoDu3dsRHDyBzz77np9++qzQMjZt2s+JExGMGNGT6dPHasOrV3dl5sxlbNlykD59OmvDZ8/+icTEu8yb9x5du2pGIAYNCmLcuE9YtGgtISGdqFGjeL+6VzQ56Q+I2/AzpvYOeL09FRNLSwBsmzbj8icfcHtdGLXfnFxoGfd+P0Z6VCSOHTvjPmioNtzcyYm4jeu4d+J3HFppXveMmzdIPnQAC/fqeE95HyMTzce3U8fOXP78E2LXrsbGvyEmhUzjqsikfZQ9aanpLPl6C86udnzx/WtY2Wjem+26NGZ86Cy++2oz/1v0n0LLCN/+BxF/XaHXoHaMndxXG+7q7siyuVs5sPMvng9uZjDvgs/X41HLFQ9PVw7s/LPkTqycSk15wFezwnCr6sAPK6dhY6P5zOoa1IJ+vacx6/PVfL/83ULL2PrLEf784xJDhnXh3feHacPdqzsz+4u1bN/6G71C2mrDJ77Rn+kfvoiFhRm/bDpCxLmCdxmubFJT0/nmq624utnx7Y8TsM5rH527NmJY3y+ZM/MX5i8ZV2gZO7ec5NTJqwwY0pZJU/tow6u6OzB/9jZ2b/+L7r007cPBwZrlYW9Qp57uDx4h/VsxvP9XfL9gN737t8TW1qpkT1SUa926dWPZsmWsXbtW+xxtlUrFxo0badCgATVq1AA0o9T379+nZs2amJmZafPu3r2bXbt2aZ+jnZyczK5du+jYsaPBqeNbtmwBKHDaeHJysl5nOj4+ng0bNuDj40O1asWbKfVvkRFtUaSEhASmTZtG27Zt8ff3p3v37qxevVobf/z4cerUqcO2bdtYvHgxHTp0ICAggBdffJFr167plHXy5EnefPNNOnXqhL+/P+3atWP69Oncu3fP4LFTUlJ4++23adq0Kc2bN+eDDz7gwYMHRdZZrVazYsUKevXqRUBAAK1bt+b9998nOTn5mV6L0hQe/jtpaekMHNhV24kAcHd3JSioDcePn+X2bf0pOo/65Zf9AIwa1VcnfOjQHigU5mzevF8blpGhZPfuo3h4uGk7EflGjepDdnYOW7f++qynVW6lnjlNrjIDx7bttZ1sAHNHJ2wDm/Ig8iKqIt5vd48fA8D5ed1pxo4dOmFkZs69479pwx5c0jxCw755S20nG8DIxBT7Zi3JeZDG/TOnnvm8yitpH2XP74ciSH+gpGtIS20nG8C1qgNtOzfk7J+XSYy/W2gZ+3doOsh9hz2nEx7cvy0WFmbs33HSYL7w7Sc5dSKSie8PwLgibBlcAg7sP0VaWgZ9+3fQdrIBqrk70aVrM/44cZG423cKLWPrFs1n1oiXdD+zBg3ujEJhzra8+Hxubg5YWJiV0BlULIcPnOdBmpJe/VpoO9kAVas50OmFAP764wrxcfcKLWPnNk37GDJSt330D22DhcKMnVsf/sBkZ2+t18kGcHaxJbCpF1lZOVyPKfwzUlQ+jRo1olu3bsydO5eZM2eydu1aXnzxRW7evMmUKVO06WbPnk2PHj2Ij4/XhgUFBdG4cWOmTZvG/PnzWbVqFSNHjiQ7O5s33nhD71hqtZpt27bh6empfXzY47744guGDRvG/Pnz+fnnn5kzZw69e/cmPT2d6dOnl/wL8Iykoy0KdefOHUJDQzl8+DBDhgxh2rRp+Pr68tFHH7Fw4UKdtEuWLGHPnj28/PLLjB07ljNnzjB5su6I3q5du7h//z6DBg3igw8+ICgoiC1btjB27FjUarXe8d966y1SUlKYNGkSQUFBrF27ljfffLPIen/44YfMmDGDhg0bMm3aNAYNGsTu3bt58cUXtRs4lDdnzkQCEBioP00nMLAeAOfORRWYX61Wc+5cFK6ujlSvrrsuRqGwoF49L538kZHXUCpVNG5s6Hh1MTIy4uzZyKc6l4ogI0YzMmPl5a0Xlx+WcS26wPxqtZqMazGY2tlj7uSkE2dsbo7CowYZ12Ieps/O1sY9zigvLD2m8o4WSfsoey5FXAegXkNPvbj8sKi/C56urFarifr7Bo4utrhW0x3BsFCYUdvP3WD+u3fus2TOL/QZ0gHvOjJdOV/+aHKjxr56cY0aa9bnno8o/DPrfEQ0Lq72uLs768QpFOb41a1RaH6h6+9zmvYR0MhTL84/L+xCROHt40LEDZxdbKnm7qATZ6Eww7eOOxfOF72ECSAxQTMt2NGxSrHSi8pl1qxZvPjii2zdupVPP/2UzMxMFi1aRKtWrQrNZ2JiwnfffUdwcDArVqxg1qxZ2Nvb8+OPP+Ltrf/d6eTJk8TGxtKrV68Cy2zbti1GRkasWrWKjz76iLVr19KsWTPWrFlD69atn/lcS5pMHReF+vrrr1GpVGzdulU7VWPIkCFMnz6db7/9luHDh2vTZmZm8ssvv2i37be1teWzzz4jMjISPz8/AN5++20sHxn9A2jcuDGTJ0/mzz//pFkz3SmAbm5ufP/99xgZaUYkXFxcWLhwIceOHaNNG8Obqfz111+sXbuWmTNn0qdPH214+/btGTZsGJs3byY0NPTZXphSEB+fBEDVqs56cflhcXFJBea/d+8+GRmZ+Poa3hTKzc2JU6cukpaWjo2NlbYsQ8czNzfDwcFWW6fKKOuuZiTO1N5BL84sLyz7XsGjdTkPHqBWqTArYNM0MwcHMqKvkJORgYmlJRbV3AFIu3QRp066j694EHlRU6dyPGPjWUn7KHuS8r68O7va68U55YXlpzHkfko6mUoVtbwNT793drXn4rlrpKcpdUbMF3+xESsbBUPHyIZ0j4qP03w+uLnpf2a5VdWExRcywyAl5QHKDBU+PoZ/vHBzc+Ts6SukpWXojJgLwxLiNe99Vzc7vbj8sPw0hqSmpKNUZuHlY7h9uLrZEXHmGg/SlDoj5o87cvBv/o64QWAzL9w9ytb61rKisk+KsbCwYMqUKToj2I+bMWMGM2bM0Au3s7Pj008/5dNPPy3yOM2bN+fSpUuFpunZsyc9e/YsutJlhIxoiwKp1Wp2797Nc89ppiQlJydr/9q2bYtSqdRuhgDQp08fnefl5Xeab9x4+ItsfidbrVaTlpZGcnKy9mH258+f16vD8OHDtZ1sePgorwMHCt60Y+fOnVhZWdG+fXudOnt5eeHs7Mzx48ef+LUoCzIyNCPx5ub60/Dyw5TKgkfr8+MM5QewsDDXOc7D4xn+Pc7CwkybpjLKzdI8nsLYTP/1NMoLyzXwWAtt/rw4owI2+zA21S2jSoMALNyrc//saeI2rkN5Oxbl7VjiNq0n7e+IIo9X0Un7KHsylZr3o5mB1yj/dctPYzB/Zl5+M8OvsZmBMo4dOMfR/WeZMHVAkTuSVzbKvNfJ0HvWIr+NZBR8PZTFeM8XVYZ4SKnMAgpqH/mfWYVcj0Lya8owLbKM6CvxfDI9jCq2lrz/0aDiVVwIUWwyoi0KlJycTEpKChs2bGDDhg0G09y5c0e78cDjGxDY2toCkJqaqg27ffs2s2bN4tdff9Vba33//n298mvV0h1dcnR0xM7Ojlu3bhVY75iYGNLT0wsc8b5zp/A1aGVV/mNTVKosvbj8MIWi4N118+MM5YeHX2rzj/PweNkFpM/CwcG2OFWvkIzNNF/ic7P0X091Xpihad7a/Hlx+VPCH5ebrVuGkYkJnhPe4OaKH0jat5ukfbsBMHdxwX3wcG6t/KHSboQG0j7KIou8jm6Wgdco/3WzKKQznP/jRlaW4dc467Ey0u5nsPiLjXTs1oQmreo8fcUrqPwfHgy9ZzPz24hlwddDUYz3fFFliIcUCk1n2nD7yP/MKuR6FJJfU0Z2oWVci0ng9THfkqtWM2fhq1T3cDKYTgjx9KSjLQqUvx1/z5496d+/v8E0Pj4+REdr1mSZmJgYTJO/9jonJ4eXX36Z5ORkxo4di7e3N5aWluTm5vLqq68aXKP9tPW2t7dnzpw5BuPzfwAob9zcHk5/9fauoRNX2DTWfPb2VbC0tChw+mx8/B1sbKy0G0kVNt1Wpcri7t1UGjWqvF9mzRwemR6eN607X9a9gqeV5zOxtsbI3Fw7Bf1xWXfvYqyw1NlozczBkdqvTyLr3l1USYkYKyxRVPcg7fw5ACyqlq3dNv9N0j7KHmdXzfTXpIR71KjtphN3J+GeThpDqthZYaEwJykv7eOSEu5hZa3QThtf9d1uHtzPIHhAW2JvPLwuGemakdj428moVNlU83DSmSlVWbhV1UwLjo+/i5e37mdWfJzmc8jQtPJ8dnbWKCzNiY83vEQlPj4ZGxtLmTZeTI9OD/f00m0fhU0rz2drZ4VCYVbg9PKE+BSsbRQGp41HX4nn9THfosrMZu7i0dQPqPm0pyGEKIR0tEWBHB0dsba2Jjs7u8DRYUDb0S5KZGQkV69eZcaMGfTt+3BX35iYmALzXLt2jdq1a2v/nT/KXr264XWtADVr1uTYsWM0atQIa2vrYtWtPGjY0I+wsJ2cOnWRtm0DdeJOn9as0Q0I0N/kJp+RkRH+/j788cd5bt1K0NnwSanM5MKFq9pNowD8/GphYWGuLfvx46nVaho29HvW0yq3LD1rw+FfSY++ik29Bjpx6VevaNLUqm0oK6C5HpY1PUm/HInqzh2dDdFyVSqUN28Y3GgNNGvAzR7pxN/P62jb+Ac89fmUd9I+yh6/BjXZufE3Lp67RmBL3R8dLp7TPJHCt34NQ1kBzTXxredBxKmrJNxO1tkQLVOZRXRkLHUf2Wgt8XYymZlZvPPqPIPlvTtmAQAbD8/AvBLuhN0goDbr1h7g7OnLtG6j+5l19ozmM6uBf+GfWQ0a1ObPk5eIjU3S2RBNqVQRefGGdlM1UbR6/jXZtO53Is5co0Vr3c+KiDPX8tIU3j7qNqjB6T+vcjv2rs6GaJnKLKIuxRLQSH/PiStRcbw+5ltycnL55vsxBnciF7qMjEpmIEhUPrJGWxTIxMSEoKAgwsPDuXhR/8vkkz4qy9hY83Z7fOR62bJlBeZZuXKlTvoVK1YA0LFjxwLz9OjRg9zcXBYsWKAXl5OTQ0pKwZuLlGVdurTC2tqSdev2kJaWrg2PjU1g166jtGgRQLVqLoDm0UNXrtwgIUH3GoWEdAJg+fJNOuFr1uxEqVRp4wEsLRV07dqGmzfj2bNH95Ety5ZtxtTUhJ49O5ToOZYnto0CMVYoSD5yiJyMDG24KvkOqaf+xNq3DuZ5GwjmqjLJjLtNVso9nTLsW2p27EwK360Tnnz4IOoslTa+MOkx0dw9ehhrv7pYexfckazopH2UPa2f88fS2oLdm38nPU2pDU+Iu8uR8DMENPXGJW8EValUcSMmnuSkVJ0yOnVvCsCmVbqPStux4RiZmVl0zosH6D+yM1M/H6n3F9BU84PVxPcGMPXzkZiaGZ59VdF17twEa2sFGzf8Slraw8+s27F32Lv7D5o1r0vVapof/DIyMom+epvExHs6ZQT30uzqu+IH3c+sdWEHUCpV2nhRtA6dG2BlbcGWjcd58Ej7iLt9lwN7z9KkmTduVe0Bzbr3mOgEkhJ120e3nk0AWPOTbvvY+PMxMpVZdOvZVCf8cmQsr41ejFqtZt73Y6WTLcQ/TEa0RaEmT57MiRMnCA0NZeDAgfj6+pKSksLFixfZu3cv586dK3ZZXl5eeHp6MnPmTOLi4rCzs+Pw4cPExcUVmCc+Pp7Ro0fTqVMnLl68yM8//0y7du1o27ZtgXmaN2/OsGHDWLp0KZcuXaJ9+/aYmZlx/fp1du/ezeuvv06/fv2e6HUoC+zsbJgyZRQffriQIUOmEBraDZUqi5UrtwFGTJs2Wpv27NkoRo58n759OzNjxlva8H79urB58wFWrNjG/fvpNGvWgEuXolm9egctWgTQu3dHnWNOmjSC3347zZQpszl//jIeHm6Ehx/nwIE/GD8+lJo1K+9UZRMra6r2HUjsmhVc/WoGju2eQ52dxZ2DmmctVx04WJs2PSaamK+/xL5VGzxGvqwNd2jdjnvHfyP54H5yMzKw8vFDeesGyYcOYu1bB/sWul9ab68LIzvtPpY1a2GssER5PYa7vx/DzNEJj5de+XdOvIyS9lH22Nha8fJrvVgwYz3vjJ5Ht76tycrKZtvPRzAyMmL0W320aSPPX+f9/yzi+eBmvPXhEG14l14t2L/jT7b+fIQHaUr8A72Ijopl+4ZjBDT1puMjHW1DjxED+OPI3wA0a1MPZzf7f+JUywVbO2vemjyITz/6iZeGf8aAgR1RZWWzZtU+jIyMeGfqw9c94lw0o0fNpFdIWz7536va8JC+7dm25RhrVu3j/v10mjarQ+SlG/wctp9mzesS3Et39lvkpRv8euAUABcvaB5ndWD/KWJvaab2P9cpEL86BY/aVmS2tlZMfCuYWZ9uZOyLC+gzoBUqVTbrw45iZGTEG1N6a9P+HXGDia8upkfvpkz/5OG9JTikOTu3/sn6NUd5kKakcRMvoiJj2fTzbzRp5k1QcBNt2rjbd3lt9Lek3EtnxMuduBJ1mytRt3Xq1KK1H45O8ogvIUqKdLRFoZycnFi3bh0LFy4kPDycsLAw7Ozs8PLyYurUqU9UlpmZGYsWLeKzzz5j6dKlmJiY0L59e5YsWVJgx3n27NksXryY2bNnY2RkxMCBA4t13A8++ID69esTFhbGnDlzMDExwd3dne7duxf53L+ybPDg7tjb27J06Ua++GI5ZmZmNGtWnzffHEHdugVP+cuneabhhyxYEMbOnYfZvv0QLi4OjBrVlwkTBuuts3d3dyUs7AvmzFlBWNgu0tOVeHpW5+OPJxAa2u2fOs1yw7H9c5hYW5O0bzdxm9ZjZGqCtbcvbr37ovAo+sujkbExtca/QeKOraT89QcpJ09gameH8/Ndce3RCyNj3UlHljVrcedgOPcjzqHOUmHm5Ixz5xdw7tpdZy13ZSXto+zp3q81Veys2LjyID/M24apmQn1G3sx8j/dqe3rXmR+ExNj/vv1q6xZsofD+85waM8pHJxt6Tv0OYa8+gImJjIx70kMGNQJOzsbfly+i69nr8PUzIQmTfyY+Eb/YnV4TUyMmb/oLb5dtIU9u06wa8dxXFzsGfFiEGP/E6J3PS78fY0F83RniOzbc5J9e04C4OrmWGk72gB9BrbG1t6a1T8cZMHX2zEzM6FRYG3GvtYNH7/itY+vFrzC8m/3sm/3GfbuPI2TSxUGj+jAy2N120fszWRS7mlm+6xYZvjJLfOXjJOOtgGV/fFe4ukZqUtqByohKoGIiAj8/WVH1bIiIkLFh4U891X8+z5yc5A2UoZERKiwqBFT2tUQeTJveOJdN7XohOJfceWiLdV8rpZ2NcQjnBS9i070L3vvZHhpV+GZfd7s+dKuQqUkPwULIYQQQgghhBAlSDraQgghhBBCCCFECZI12kIIIYQQQghhgIxKiqcl7x0hhBBCCCGEEKIESUdbCCGEEEIIIYQoQdLRFkIIIYQQQgghSpCs0RZCCCGEEEIIA4yN5EnI4unIiLYQQgghhBBCCFGCpKMthBBCCCGEEEKUIOloCyGEEEIIIYQQJUjWaAshhBBCCCGEAcZGpV0DUV7JiLYQQgghhBBCCFGCpKMthBBCCCGEEEKUIOloCyGEEEIIIYQQJUjWaAvxhCIiVKVdBfGIj9wcSrsK4jHSRsqWzBuepV0F8YgrF21LuwriEbcve5V2FcQjnPxLuwb6ZI22eFrS0RbiCXnVTSntKog8Vy/a4e9vXtrVEI+IiFAxJvJeaVdD5PnOz54c95jSrobIYxLrKZ9ZZUhEhEquhxDiHyNTx4UQQgghhBBCiBIkI9pCCCGEEEIIYYBJaVdAlFsyoi2EEEIIIYQQQpQg6WgLIYQQQgghhBAlSDraQgghhBBCCCFECZI12kIIIYQQQghhgLGRurSrIMopGdEWQgghhBBCCCFKkHS0hRBCCCGEEEKIEiQdbSGEEEIIIYQQogRJR1tUGsePH6dOnTocP368tKsihBBCCCHKAWOj8v8nSodshibKlIyMDJYsWUKLFi1o2bJlaVenTArf+yc/LttJVNRNzMxMCWzix2tv9sPH16NY+TMyMvlu0RZ27zxBUmIKzi52dOvRktHjemFpaaGT9vdj5wnf9yeXLlwnKvImSqWKT2eMJrhX63/i1MqlPXuOsWTJRiIjYzAzM6Vp0wZMmjQSP79axcqfkaFkwYIwduw4TEJCMq6ujgQHd2D8+FAsLRV66W/dSmD27B85evQ06elKateuzvDhwQwcGFTSp1YuPefuxDC/6njbWpOVq+bMnRS+PX+Nq6npReataWNJL083/Oxt8LOzxs7CjC0xccz463KBeapaWjDOvxbNXR2wMjXm2v0MNly9zdaY+JI8rXLt+MGzbFl5gOtX4jA1M6Fuo9oMGdeDmt7VipU/U6li/bI9HNt7mrt3UnFwsqXtC4H0f/kFLBTmhebdtf4Iy77aBMCiX/4PJ1f7Zz2dck8+s8oWuR5CVFwyoi3KlIyMDObPn8+JEydKuypl0qYNh5j85gIyMjJ5462BvDqmJ5GXbvDSsP8RFXmzyPw5Obm89p+v+WHpTpo082Pq9OF06NiYn5bv4s0J35Cbm6uTfse239m84TBKpQof3+r/1GmVW+vW7eG11z4nI0PJ5MkvMW7cIC5dimbw4He4dCmmyPw5OTmMGfMR33+/gWbNGvDhh+Po1KkFS5duZNy4T/SuR1xcEqGhk9m373cGDQpi+vQxVK3qxPTp85k/f80/dJblR89abnzeqh6WJiYsjIjhx0s38LWz5tvnGuJla1Vkfn/HKgzz88DdWsGFe2lFpnexNOe7To3oUM2JLTFxzDlzlcQMFe818eXlujVK4pTKvf1bjvPVez+izFAxbHwwfV98nmuXb/N/Y+Zx/fLtIvPn5uTy+aQl/LLiAPUae/HK5H40bVefLasPMnPyUr028qikuLusXrQDhZVFgWkqG/nMKlvkeghRscmItnhq6enpWFkV/eVVlIzUlAfMnrUWt6oOLF/5PjY2lgC8ENSc/r2n88Xnq/lu+ZRCy9j6y1H+/OMSg4c9z7vvD9OGu1d3Ys4XP7N962/0CmmrDZ/4Rj+mfTgSCwsztmw6QsS56H/m5MqhlJQ0ZsxYStWqzqxZMwsbG01b6N69HcHBE/jss+/56afPCi1j06b9nDgRwYgRPZk+faw2vHp1V2bOXMaWLQfp06ezNnz27J9ITLzLvHnv0bVrGwAGDQpi3LhPWLRoLSEhnahRo+o/cLZlXxUzE15vWJv49EzG/nqW9OwcAPbfTGLVC014q6EXrx2JKLSMI3HJBG39jftZOVS1smBjt+aFph9X3xNnhTnv/X6BX2PvALAlJp6ZrevxUt0a7LqeQGx6ZsmcYDmUlprOj99swcnVjk++ew0ra83oWpvnG/PW0Fks/3ozH87/T6FlHNzxB3+fukK3ge14eVJfbbhLNUdWzNvK4V1/8VyPZgbzfjdzPdVrueJey5XDu/4suRMrp+Qzq2yR6yFExScj2qJY5s2bR506dYiMjOSdd96hRYsW9OzZE4AjR44wfPhwAgMDCQwM5JVXXuHChQs6+adOnUpAQADx8fGMHz+ewMBAWrVqxcyZM8nJ0XwhvnnzJq1ba6Ykz58/nzp16lCnTh2mTp2qLSchIYFp06bRtm1b/P396d69O6tXr9arb1xcHOPHj6dx48a0bt2a//3vf6hUqn/q5flXHNx/irS0DPr276DtZANUc3eiS9dm/HHiInG3kwstY9uWYwCMeEl3itigwZ1RKMy18flc3RywsDAroTOoWMLDfyctLZ2BA7tqvyABuLu7EhTUhuPHz3L7dmKhZfzyy34ARo3qqxM+dGgPFApzNm/erw3LyFCye/dRPDzctF+Q8o0a1Yfs7By2bv31WU+r3GpfzQkbM1O2xsRpO9kA8RmZHLiVRFNXe1wtC59mnKrK5n5WTqFp8lmYGNOpuhO3Hii1nex8YVGxmBob07WG65OfSAVy8nAEGQ+UdO7dUtvJBnCu6kCrTg05/+dlkuLvFlrGoZ2aDnKvIc/phAf1a4u5hRmHdp40mO/XHSc5+0ckY94dgLEsUATkM6usketRfpT2+mpZo11+SUdbPJG33nqL1NRU3njjDUaOHMnWrVt59dVXsbCwYNKkSUycOJGbN28ydOhQrly5opNXrVbz6quvYm9vz5QpU2jRogXLli1j7dq1ADg6OvLf//4XgBdeeIFZs2Yxa9YsQkNDAbhz5w6hoaEcPnyYIUOGMG3aNHx9ffnoo49YuHCh9jhKpZIXX3yRI0eOMGzYMMaNG8dff/3FF1988e+8SP+Qc+euAtCosY9eXKPG3gCcjyh4xFmtVnM+IhoXV3vc3Z114hQKc/zq1uDviJiSq3AFd+ZMJACBgXX14gID6wFw7lxUgfnVajXnzkXh6upI9eq6HTKFwoJ69bx08kdGXkOpVNG4saHj1cXIyIizZyOf6lwqgvqOVQA4l3xfLy7iTioA9RyqlNjxvG2tUJiaaMvWOV5yKrlqNfUcbUrseOVR1PnrANQJ8NSLyw+7cuFGgfnVajVXLtzAwdkWl2qOOnHmCjM8fd25bCD/veT7/Dj3F4JDO1C7TvH2rqgM5DOrbJHrIUTFJ1PHxRPx8vJi3rx5gGbqeMeOHenbty+ff/65Ns2AAQPo1q0bCxcu5KuvvtKGZ2VlERQUxMSJEwEYMmQIffv2Zf369QwdOhQrKyuCgoL473//S506dQgJCdE59tdff41KpWLr1q04Ojpqy5g+fTrffvstw4cPx9bWlrVr1xITE8OcOXPo0aMHAKGhofTp0+effGn+cQlxmpEfVzcHvTjXqprXIz6+4BHtlJQHKDNU+PgYXmvt5ubA2dNXSEvL0BkxF4bFxycBULWqs15cflhcXFKB+e/du09GRia+voY3vHFzc+LUqYukpaVjY2OlLcvQ8czNzXBwsNXWqTJyzdvILyFDf6p2QoYqL03hI9pPc7zEDP2ZMlm5alIys7RpKqs7CSkAOBrYgCw/LD+NIWmp6WQqVdTwMjyV1dHVnsiIa6Q/UOqMmC/7ciNWNgoGjZbNnR4ln1lli1wPISo+GdEWT2TIkCHa/z927BgpKSn06tWL5ORk7V9OTg7NmjUz+BitQYMG6fy7adOm3LxZ9CZearWa3bt389xzmumDjx6vbdu2KJVKzpw5A8ChQ4dwdnamW7du2vwKhYKBAwc+1TmXFUql5gu9ubn+72MW5prp3UoDX/q1+fPizMwNTwU3tyi6DPFQRl6HztzA65kfplQWvD43P85QfgALC3Od4zw8nuHfRy0szLRpKiOFieZ2lpWjvzmWKm9DIIWJSYkfT1XAZlyZubnaNJWVKu8zy8xM/z2b/z7OT2NIZn7+At7zhso4cfAcvx84y+gpA4rckbyykc+sskWuhxAVn4xoiydSo8bDnXSjozXTlEeNGmUwrbGx7pdMMzMzXF11pzfZ2dmRklLwiEa+5ORkUlJS2LBhAxs2bDCY5s4dzTrJW7duUaNGDb3je3p6FnmcskyR96VRpcrWi8tUZWnSFDJilx+XlZf2carMossQD+U/Ck1l4PXMD1MoCh7RzI8zlB8gM1Olc5yHx9O//pr0WTg42Ban6hWSMq+DbWagc2ue91mgzCne+usnOZ65seHOtIWxMSkFXKvKwjzvMysrS/91yH8fmxfSGc7vKGcV8Do+XsaD+xks/Woj7YKa0KhlnaeveAUln1lli1yP8sNE1jiLpyQdbfFEFIqH0/PUajUAM2bMwM3Nrci8RkZP/0mV/4iKnj170r9/f4NpfHz01y5XJK5VNVPGE+Lv4uXtrhOXEKeZMu7m5qiXL5+dnTUKS3PiC9h8KD7+LjY2ljJtvJjc3B5O7fP21n2UU2FT9PLZ21fB0tKiwKmB8fF3sLGx0m6SU9hUQpUqi7t3U2nUqPJ2LvKnjLtaWnDtfoZOXP6U8YQSnK2RfzwXAz9MmRkbYWdhRsRd/fXilYmTqx0AyQn38PDUvUckJ9zTSWOIja0VFgpz7uSlfVxywj0srRXaaeM/L9nNg/sZdOvflrgbD9tJRt7O74m3k8nKzMbNw+mZ7kfllXxmlS1yPYSo+Cr3vDbxTPJHtx0dHWnTpo3BvydV0JcfR0dHrK2tyc7OLvBY+aPl1atX58aNG3rPj4yJiXni+pQl/gG1AThz+ope3NkzmrAG/rULzG9kZET9Bp4kJtwjNlb3RqtUqoi8eIP6/p4lV+EKrmFDPwBOnbqoF3f6tCYsIMC3wPxGRkb4+/uQkJDMrVsJOnFKZSYXLlzVye/nVwsLC3Nt2Y8fT61Wa+tUGV3I69T6O+pveObvZKuTpiRcSU0nMydHW/ajGjhWwdjIiAvJRT+LuyLzqV8TgMhz1/TiIiM0Yd71Cn7euJGREV51PbiblEriY09UUCmziImKxeeR/Ilxyagys5g+Zh6vD/pc+3fi4DkAPhi3gNcHfV7gCHlFJ59ZZYtcDyEqPuloi6fWvn17bG1tWbx4scFHZyUnF/6oKUMsLTWjqY9PJzcxMSEoKIjw8HAuXtS/STx6rA4dOpCUlMSuXbu0YUqlknXr1j1xfcqSTp2bYG2tYNOGX0lLezhidzv2Dnt3n6RZ87pUzduZNyMjk+irt0lMvKdTRnAvzY8fK37YrRO+LuwASqVKGy+K1qVLK6ytLVm3bg9paena8NjYBHbtOkqLFgFUq+YCaB6rcuXKDRISdNtESEgnAJYv36QTvmbNTpRKlTYewNJSQdeubbh5M549e3Qfw7Zs2WZMTU3o2bNDiZ5jeXIo9g4PsrLp7VkVK9OHa7HdLC3oVN2ZPxPvaUe0LUyMqWVjiZPi6R9dl5mTy8Fbd6hureA5dyeduCG+1cnOzWXvzcIfzVPRNe/gj6WVBeFbfif9gVIbnhR3l9/2n6FBE2+c8zZ3zFSquBUTz90k3V3cO3RvCsDWNbqPHdqz6RiqzCzad2uqDeszvDOTPhup99egieapDGPeHcCkz0ZialZya/XLE/nMKlvkepQfpf1oLnm8V/klU8fFU7OxseGjjz5i8uTJ9O3bl+DgYJydnYmNjeXw4cP4+voyY8aMJypToVDg6+vLjh07qF27Nvb29nh4eNCoUSMmT57MiRMnCA0NZeDAgfj6+pKSksLFixfZu3cv585pRi0GDRrEqlWrmDp1KufPn8fNzY0tW7Zgbl6+1x7b2lnz5uRBfPbRT4wa/j/6D+yIKiuLsFXhGBnB5KmDtWnPn4tm9KhZ9Appy8f/e0UbHtK3Hdu2HCNsVThp9zNo0syPyEs3WBd2gGbN6xLcq7XOMSMv3eDXA6cBuHhB86ieg/tPEXtLMyL+XKfG+NUpeESqIrOzs2HKlFF8+OFChgyZQmhoN1SqLFau3AYYMW3aaG3as2ejGDnyffr27cyMGW9pw/v168LmzQdYsWIb9++n06xZAy5dimb16h20aBFA794ddY45adIIfvvtNFOmzOb8+ct4eLgRHn6cAwf+YPz4UGrWrPYvnX3Zcz8rh/kRMbwb6MO3zzVkc3Qc5sbGDPCuhlqtZu7Zh4++q+9QhQUdAth+LZ7P/nz4+BtrUxMG5i3LsMnrjPnaWfNS3ns8KuUBR+MeftFdfP4azVzt+aCZHz9fjiU2XUn7ak60q+bIsgvXufVI57IysrG1YvjEXnw/az3/N2YeL/RpTVZWNrvWHcHIyIgX3+yjTXv57+t8NGERz/VoxoT/e7jpZqfgFhza+Se71h0hPU1J/cZexFyOZc/GYzRo4k2HRzrafgYeIwbw59G/AQhsUw8nAzugVxbymVW2yPUQouKTjrZ4Jj169MDV1ZXFixezfPlyMjMzcXV1pUmTJtrnXz+pzz77jE8//ZQZM2agUqno27cvjRo1wsnJiXXr1rFw4ULCw8MJCwvDzs4OLy8vpk6dqs1vaWnJDz/8wCeffMKqVatQKBT06tWLDh068Oqrr5bUqZeKAYM6Ymdnw0/LdzJ39jpMzUxo0sSPCW/0K1aH18TEmPmL3uS7RVvYvesPdu04jrOLPSNeDGLMf3pj8thGUhf/vsbCebq/lO/bc5J9e04CmkeCVdaONsDgwd2xt7dl6dKNfPHFcszMzGjWrD5vvjmCunULnsafz8TEhO+++5AFC8LYufMw27cfwsXFgVGj+jJhwmBMHtsl293dlbCwL5gzZwVhYbtIT1fi6Vmdjz+eQGhotwKOUnn8Eh1HamYWQ/08mODvSVaumjN3Uvn2fAxXUtOLzF/F3JQxDXQflVPPoYr2+dvbr8XrdLTjMzIZc/AM4xp4ElK7KpamJtxIy2DmX1H8EhNfsidXTr3QtzVV7KzYsuogKxdsw9TMhLqNvBgyrju1fNyLzG9sYsx7X73K+mV7OBZ+hqN7T+HgbEvPIc8x4OUXMK7kO7s/KfnMKlvkeghRsRmp83e0EkIUKSIiAq+6Re+SLv4dVy/a4e9fvmcqVDQRESrGRN4r7WqIPN/52ZPjHlPa1RB5TGI95TOrDImIUMn1KHPK3jrxORF7S7sKz+wt/xdKuwqVkoxoCyGEEEIIIYQBxkYyJimejsy5EkIIIYQQQgghSpB0tIUQQgghhBBCiBIkHW0hhBBCCCGEEKIEyRptIYQQQgghhDBAnkMtnpaMaAshhBBCCCGEECVIOtpCCCGEEEIIIUQJko62EEIIIYQQQghRgmSNthBCCCGEEEIYYFLaFRDlloxoCyGEEEIIIYQQJUg62kIIIYQQQgghRAmSjrYQQgghhBBCCFGCZI22EEIIIYQQQhggz9EWT0tGtIUQQgghhBBCiBIkI9pCPKGrF+1KuwriERERqtKugnjMd372pV0F8QiTWM/SroJ4hHxmlS1yPcoWf//SroEQJUc62kI8IX9/89KugsgTEaHCu25qaVdDPOLKRVv6TjxW2tUQeTbNb8MaZXxpV0PkGaJwY0NWXGlXQ+Tpb1ZV7umiSMZG6tKugiinZOq4EEIIIYQQQghRgqSjLYQQQgghhBBClCDpaAshhBBCCCGEECVI1mgLIYQQQgghhAEm8ngv8ZRkRFsIIYQQQgghhChB0tEWQgghhBBCCCFKkHS0hRBCCCGEEEKIEiRrtIUQQgghhBDCAGNZoy2ekoxoCyGEEEIIIYQQJUg62kIIIYQQQgghRAmSjnYpu3nzJnXq1GHjxo2lXZUySV4fIYQQQgghRHkja7SfQUZGBkuWLKFFixa0bNmytKtTrq1atQpLS0v69etX2lUp8/bsOcaSJRuJjIzBzMyUpk0bMGnSSPz8ahUrf0aGkgULwtix4zAJCcm4ujoSHNyB8eNDsbRU6KW/dSuB2bN/5OjR06SnK6lduzrDhwczcGBQSZ9auRS+9yQ/LNtJVNRNzMxMadLEj9fe7I+Pr0ex8mdkZPLdoi3s2nmcpMQUnF3s6N6jJaPH9cbS0kIn7W/HzrN/359cvHCNqMibKJUqPpsxmuBebf6JUyuXurb3ZPSQRvjVdiQrO5eTZ+P4askJoqLvFpm3dg07BgXXpZ6vE/V9nHGwU/Dz9otM++JQofm6PVebYX0aUN/XCXMzE+KTHvDnuTjenfFrSZ1WuXbrj1Nc2rqXlJuxGJuY4FzXB/9BIdjVcC9W/uxMFRc27eDGbydR3ktFYW9LjdbNqNe3B6YW5tp0DxLvsPPN/yu0rAYDe1GvT/dnOp/y7saJ0/y9ZS/3bsRibGqCa10fGg3ujf0TXI+IDTu4duxPMu6lYmlvS622zfDv113neqQl3GHL6x8UWlbD0F749+32TOdT3sk9veyTNdriaUlH+xlkZGQwf/58Jk6cKB3tZ7RmzRocHBz0OtrVq1fn7NmzmJrKWxVg3bo9TJ8+Dz+/Wkye/BKZmSpWrtzG4MHvsGbNLOrU8Sw0f05ODmPGfMSJExGEhHSiefMGXLwYw9KlGzl7NpLlyz/B2PjhRJe4uCRCQydz//4DXnwxBA8PN8LDf2f69PnExyczceKQf/iMy7ZNGw7x0QfL8fGtzptvDSRTlUXYqnBeHPYZP6x8H1+/GoXmz8nJZeJ/5vDnH5fo2bsNTZr6EXnpBj8u30XEuWgWL5mscz12bPuNndt/x8vLHR9fDyLOXf2nT7FcGdCjDp9PeY5LV5P54rsTWJibMKJvA36eH0LoxF+ILKKzHdjAjVcHN+JGbCrnLiXSoUXh1w/gwzfaMjSkPvuPXePrpSdRqrKp5mJDE3+3kjqtci364FH+/H4Vth7uBAzuQ05WFld2/8qB/35Jpw/fxq5m9ULzq3NzOfLFApIuRFGzXQtc6vpy7/pNIrfvI/nqNTpMfQ2jvDZiUcWG5v950WA553/eSvqdZNybNCzxcyxPruw/xvHvVmFXw53GQ0LIzcrm0u6D7PngK7p+NAn7Iq5Hbm4uB2csJOFCFJ7tW+Baz4d7125xYes+7lyOofO0h9dDYWtD6wmGr8eZtVtIT7qLR9OAEj/H8kTu6UJUbJWi95Keno6VlVVpV6NUldXXICMjA0tLywLjjYyMsLCwKDC+MklJSWPGjKVUrerMmjWzsLHRXM/u3dsRHDyBzz77np9++qzQMjZt2s+JExGMGNGT6dPHasOrV3dl5sxlbNlykD59OmvDZ8/+icTEu8yb9x5du2pGTQcNCmLcuE9YtGgtISGdqFGj6j9wtmVfasoDvpoVhltVB35YOQ0bG837uGtQC/r1nsasz1fz/fJ3Cy1j6y9H+POPSwwZ1oV33x+mDXev7szsL9ayfetv9Appqw2f+EZ/pn/4IhYWZvyy6Yh0tB9ha2PO++NbczshjcETfyEtPQuAHQeusPPHQUx/rQ0jJ20vtIz9x67RtOcPpKapqF7VhoNhQwtNH/KCL8P7NmDaF4f4efvFEjuXikL1IJ0zKzdg6WhPpw/fxsxK00ZqtGzK7imfcHrFOp6b9mahZcQc+p2kC1H4dO1I4xcHacOtnZ04u3oj14+eoFb7VgCYKiyo1U7/R++0uATSk+/i6FO7yI59RaZKS+evFRuwcrSn60eTtNejZusmbH/7E/78cT3P/98bhZYR/evvJFyIwq/bczR76ZHr4eLIqZWbiD7yB14dNNfAVGFB7fYt9Mq4H5dA+p17OPnWLrJjX5HJPV2Iiq/CrdGeN28ederUITIyknfeeYcWLVrQs2dPbfyRI0cYPnw4gYGBBAYG8sorr3DhwgWdMqZOnUpAQADx8fGMHz+ewMBAWrVqxcyZM8nJyQE0a4dbt24NwPz586lTpw516tRh6tSpANy6dYuPPvqI7t2706hRI5o1a8bYsWO5dOnSU51X/lrl7777jhUrVtC5c2caNmzI4MGDOXv27BO9BmvWrKFnz54EBATQtm1bPvjgA+7du6dTxogRI+jWrRsXL15k6NChNGrUiI4dO7J06VK9uqnValasWEGvXr0ICAigdevWvP/++yQnJ+uk69y5M6+88gq//fYbAwcOJCAggCVLltC5c2eioqI4ceKE9nXs3Lmzznk/vkY7ISGBadOm0bZtW/z9/enevTurV6/Wq9uqVavo1asXjRs3pmnTpoSEhBAWFvZEr31ZER7+O2lp6Qwc2FV7QwZwd3clKKgNx4+f5fbtxELL+OWX/QCMGtVXJ3zo0B4oFOZs3rxfG5aRoWT37qN4eLhpb8j5Ro3qQ3Z2Dlu3Vt6psQf2nyItLYO+/TtoO9kA1dyd6NK1GX+cuEjc7TuFlrF1yzEARrykO2Vv0ODOKBTmbMuLz+fm5oCFhVkJnUHF0qWdJ1VszPl5+0VtJxvgdsIDdv96ldZNqlPVxbrQMu6lZpKapir2MSeMDOTC5SRtJ9va0gwjmWKoFXvyDNkZSmp3bKvt1AFYOTvi0SKQxL8jSb+TXEgJcO3IcQB8ezyvE+79QgdMzM24dvh4kfWIPngM1Gpqd2pbZNqK7ObJM2RlKPHu3Ebnelg7O1KjZSDx5yN5kFT4rI/oQycAqBesez18u2quR/Shoq/Hlf2a6+HTuXIveZF7uhAVX4Ud0X7rrbfw8PDgjTfeICtL86Vr69atvPPOO7Rt25ZJkyahUqn4+eefGTp0KOvXr8fb21ubX61W8+qrrxIQEMCUKVP47bffWLZsGTVq1GDo0KE4Ojry3//+l//+97+88MILvPDCCwDUrFkTgHPnznHy5EmCgoJwd3cnISGBsLAwRowYwbZt23B1dX2q89q6dSupqakMHTqU3NxcVq1axUsvvcSmTZuoVUt3PY+h12DhwoXMnTuXVq1aERoayvXr11m9ejVnzpxh3bp1mJs/sr4qLY1XXnmFLl260KNHD8LDw5k1a1beVKUx2nQffvghGzZsoE+fPgwbNozbt2+zcuVKzp07x/r163VGpK9fv87rr7/OwIEDGTBgANWqVaNevXp88sknWFlZMW7cOACsrQv+Qnznzh1CQ0PJyclhyJAhODk58dtvv/HRRx9x7949xo8fD8C6dev4+OOPCQoKYtiwYWRnZxMVFcWpU6cYPHjwU73+penMmUgAAgPr6sUFBtZj06b9nDsXRbVqLgbzq9Vqzp2LwtXVkerVdd9/CoUF9ep5ce5clDYsMvIaSqWKxo0NHa8uRkZGnD0b+SynVK7ljyY3auyrF9eosQ9bfznK+YhoqlZzMphfrVZzPiIaF1d73N2ddeIUCnP86tbgfER0yVe8gmpUT/OePhURrxf3V0Q8/brVoWFdF+ISH5TI8Tw97Khdw54Vm84zZmgjRg0IwNnRCmVmNoeO3+B/C3/jVlxaiRyrvEq+EgOAk5+XXpyTnxfXDv/O3avXsHJyNJhfrVZz9+o1FA52WLvotiMTc3PsanmQfPVaoXXIzcnh2uHfMbVUUKNV06c7kQoi6XIMAM4GroeLnxfRh46TfPUa1s4OBvOr1WruXL2GpYHrYWpujkMtD5KvFH09rh46jpmlglqtK/f1kHt6+SFrtMXTqrAdbS8vL+bNm6f9d3p6Op988gl9+/bl888/14YPGDCAbt26sXDhQr766itteFZWFkFBQUycOBGAIUOG0LdvX9avX8/QoUOxsrIiKCiI//73v9SpU4eQkBCd43fs2JFu3XQ3+AgJCaFHjx6sX79e2xl8UjExMezcuRMPD81GS926daNnz57MmzePL7/8stDXIDk5mYULF9K6dWuWLl2KiYkJAPXq1eO9997j559/Zvjw4dr0iYmJTJo0ibFjx2pfg5deeomFCxcyZMgQqlSpwl9//cXatWuZOXMmffr00eZt3749w4YNY/PmzYSGhmrDr1+/zsKFC3n+ed1fw7/++mscHBz0XkdDvv76a1QqFVu3bsXR0VFbt+nTp/Ptt98yfPhwbG1tOXjwIL6+vnzzzTfFeWnLvPj4JACqVnXWi8sPi4tLKjD/vXv3ycjIxNfX8AYrbm5OnDp1kbS0dGxsrLRlGTqeubkZDg622jpVRvFxmpE4Nzf9L6VuVTVh8fEFjw6lpDxAmaHCx8fwpmlubo6cPX2FtLQMnRFzYVj+aLWhjnR+WFEj2k/Cu5Y9AD06emFhbsKilaeIvpFCq0B3hvdtQMN6roS8uoHkFGWJHbO8yUjWvP8tHe314vLD0u/cKzC/Ku0BOZkqbD0Mb9Jl5ehAclQ0WekZOiO0j7r91zmU91Lxer49porKvQwpPfkeAFZO+p9Zlk72mjR3Cv7Myr8eVh7VDMZbOdmTVMT1uPWn5nr4dGlX6a+H3NOFqPgq3NTxfEOG6G7ocOzYMVJSUujVqxfJycnav5ycHJo1a8bx4/rTnQYNGqTz76ZNm3Lz5s1iHV+heLjTY0ZGBnfv3sXa2pratWtz/vz5pzgjjU6dOmk72QC1a9emXbt2/Pqr/nQfQ69BVlYWI0eO1HayQfMDgLOzMwcPHtRJb2xszLBhD9eNmpiYMGzYMDIyMrSv186dO7GysqJ9+/Y6r6uXlxfOzs56r2vVqlX1OtlPQq1Ws3v3bp577jkAnWO2bdsWpVLJmTNnAKhSpQpxcXF6U+vLq4yMTEBzQ3xcfphSmVlg/vw4Q/kBLPJ2i80/zsPjGf49zsLCTJumMlIqNVOMDb0+FvnXI6PgacjKYry+RZUhHlJYaF5HVVaOXlymShOmUJTcb8vWVprr4+RgyWsf7uW7NWfYeySGT+YdY9HKU1R1sealgZV7o6dslWYmlbGZ/meOSV5Yjqrg93d+nEkBm2Eam5kWWUb0gaMAlX7aOEBOZsGvZ/71yL9mhmRn5l/Pgq5HfhkFX4/L+zXXw+d5uR5yTxei4quwI9o1aujuFhsdrZmCOWrUKIPpH92VEcDMzExverednR0pKSnFOn5mZiZz585ly5YtJCbqrrGxt7cvVhmGeHp6Ggw7ePAgqamp2NraasMffw1iY2MBTef8USYmJtSqVYtbt27phDs5OWFjY2Pw+Pk/OMTExJCenk6bNobXWt25o7tG9fE6Pank5GRSUlLYsGEDGzZsKPSYo0eP1q4Hr1GjBm3atKFHjx60atXqmepQWvIf9aQy8EUoP0xRyAhBfpyh/ACZeV/C8o/z8HjZBaTPwsHB1mBcZaBQaL7EGHp9MvOvh6W5Xpw2fzFe36LKEA8pMzWvo7mZiV6chbkmTKk0/Fo/jcxMTec9LvEBR07qfnau33GJCSOb0LpJ8R6XVFGZ5nUAcrP0P3Ny8sJMzAt+f+fH5WQbvm65WdmFlpF+J5m4s39j71kDh9o1i1/xCsrEouDXM/96mBbQaQMwtci/ngVdj/wyDF+PB0l3iTtzAYfaNXCU6yH39HLExEhd2lUQ5VSF7Wg/OqIMmpFQgBkzZuDmVvRjV4yecUebTz75hA0bNmg3XrO1tcXY2Jj//e9/2rr80x5/Df4Jubm52NvbM2fOHIPxj3b8gWfeQTw3NxeAnj170r9/f4NpfHx8APD29mbXrl38+uuvHDlyhIMHD7J27VqGDh3Khx9++Ez1KA1ubg+nknl76/5gUdiUsHz29lWwtLQocCpafPwdbGystJuyFDZ1TaXK4u7dVBo1qvPkJ1JBuFXVLFuIj7+Ll7duhyo+TjP90tC08nx2dtYoLM2Jjze8GVR8fDI2NpYybbyYHp0efuX6PZ24wqaVP63bCZr114nJ6XpxCXlhdlUq99RYS0fN+z8j+R621XWnG2dopzHbF5jf3MYaEwtz7RT0x6Un38XUUlHgNOWYg7+BWo1X53ZPXvkKyEo7Xf8udtV1d5bOyJvCb2haeb7865E/Bf1x6XfuYVbI9bh68BhqtVpGs/PIPV2Iiq/CdrQflz+S6ujoWODo65MqrDO+a9cu+vTpw7Rp03TCU1JScHAo+EZWlJiYGINhtra2ep3ax7m7azoD0dHROqPaubm5XLt2jXr16umkv3PnDmlpaTqj2vnHz5++XrNmTY4dO0ajRo0K3cCsKMX9YcPR0RFra2uys7OLdR0tLS3p1q0b3bp1Izs7m6lTp7J69WrGjRtXrB9cypKGDf0IC9vJqVMXads2UCfu9GnNrscBAfobc+UzMjLC39+HP/44z61bCTqbpyiVmVy4cJXAwIfvAT+/WlhYmGvLfvx4arWahg39nvW0yq0GAbVZt/YAZ09fpnWbBjpxZ89c0aTxr20oK6C5Hg0a1ObPk5eIjU3S2RBNqVQRefEGjRr7/DOVr4DOXkhgaEh9Ahu4cfRP3RHmwAaatn72YuE7+D6JS1eTSc/IMrjuu1peWNLdjBI7Xnnk6O3J1fDD3ImKxi3gsftLlGYzQQcvw+tLQdNGHGrXJOniZR4k3tHZgCtHpSLl2k2cfPU39gLN87djfv0NEwsLarRpXgJnU/45+Xhyed8RkqKiqdZQ93okRWlm/TkWcT2cvGqScEH/emSrVNy9dtPgRmuguR5XDv6GqYU5nm3leoDc04WoDCrsGu3HtW/fHltbWxYvXozKwPqhxx9FVRz5z382NJ3cxMREb+R627ZtJCQkPPFxHnXgwAGddeLR0dEcOXKEDh06FJm3TZs2mJmZsWLFCu3IMMCWLVtISkqiU6dOOunzdzV//N8KhYKWLTXPyezRowe5ubksWLBA73g5OTnFnmpvaWlZrLQmJiYEBQURHh7OxYv6N4tHr+Pdu7qjIKampvj5aW4iqampxapXWdKlSyusrS1Zt24PaWkPR9FiYxPYtesoLVoEaHcnzchQcuXKDRISdN/XISGaa7x8+Sad8DVrdqJUqrTxAJaWCrp2bcPNm/Hs2aP7mKllyzZjampCz55Fv+8qqs6dm2BtrWDjhl9JS3vYobode4e9u/+gWfO62h3HMzIyib56m8TEezplBPfSPCJwxQ+7dcLXhR1AqVRp40XR9h6JIe2BikE962Jj9XD6azVXa7p19OL3U7HaEW2FhQleNe1wcXz62QKZqhx2HryKi6MV3Z7T/UFleF/NDy8Hf7v+1OVXBO7NGmGqUBB94AhZ6Q/bSHpSMjePn8Klnq92x/HsTBWpsXFk3NW9D+Q/FztqR7hO+JV9h8lRZVHTwHOzAeLPXSD9TjI1WjXBzPKfn91VHtRo1ghTSwVXwo/qXI8HSclc//0vXOv7anccz85UkXJL/3p45j0X+8J23esRtVdzPQw9Nxvg9tkLpCfdpWbrpnI98sg9XYiKr9KMaNvY2PDRRx8xefJk+vbtS3BwMM7OzsTGxnL48GF8fX2ZMWPGE5WpUCjw9fVlx44d1K5dG3t7ezw8PGjUqBGdO3dm8+bN2NjY4Ovry4ULF9i5c+czr1H29PRk2LBhDBs2jNzcXFauXIm5ubl2d/TCODo6Mn78eObOncvLL79Mly5duHHjBqtWraJu3boMHDhQJ72Liws//fQTsbGx+Pn5sW/fPk6cOMGkSZOoUqUKAM2bN2fYsGEsXbqUS5cu0b59e8zMzLh+/Tq7d+/m9ddfp1+/fkXWzd/fn9WrVzN//nw8PT2xsrLSPkv7cZMnT+bEiROEhoYycOBAfH19SUlJ4eLFi+zdu5dz584B8Morr+Do6EjTpk1xdnbm+vXrrFy5kjp16ug8yq28sLOzYcqUUXz44UKGDJlCaGg3VKosVq7cBhgxbdpobdqzZ6MYOfJ9+vbtzIwZb2nD+/XrwubNB1ixYhv376fTrFkDLl2KZvXqHbRoEUDv3h11jjlp0gh+++00U6bM5vz5y3h4uBEefpwDB/5g/PhQatY0vPtsZWBrZ81bkwfx6Uc/8dLwzxgwsCOqrGzWrNqHkZER70x9uBlhxLloRo+aSa+Qtnzyv1e14SF927NtyzHWrNrH/fvpNG1Wh8hLN/g5bD/NmtcluJfurI3ISzf49cApAC5e0HTiDuw/RewtzVTA5zoF4lfn2T5jyqvUNBUzFx/nk7fbEzY/hLCtFzA3M2ZEP3/UajWfzX/4xbJhPVdWfd2Ljbsu8e6MhxtJ2libMbKfPwBVbDTrTOv5ODF+hGa06eLlO+x/pPP81fcnaNO0Ol9N60xgg/PE3EyhRWN3enb25u+oJH7aGPFvnHqZZW5tRcOhfflr2RoOfPQVXs+3Izcrm8t7DmJkBI1GPLznJF+J4dBnX1OrfSuajxupDfd8rjXXDh/n8p6DZGVk4FzXh5Rrt7iy7xAu9Xyp1c5wx067CZpMG9cyt7EicFgf/lgSxp4PZ+PzfFtys7OJ3PUrGBnR9MUB2rR3LscQ/slcandoSevxD6+HV8fWRB86TuSuX8lKV+Ja14e7128StecwrvV9tR3xx13Zr2l/Mm38Ibmnlx+VZlRSlLhK09EGzeirq6srixcvZvny5WRmZuLq6kqTJk10HkH1JD777DM+/fRTZsyYgUqlom/fvjRq1Ihp06ZhamrKjh07SE9Px9/fn++//54vvvjimc6hV69eWFpasnz5chITE6lfvz7vv/++3gZnBRk/fjwODg6sXLmSGTNmYGtrS9++fZk0aZLOM7RB8+PE119/zccff8ymTZtwcHBg8uTJjB49WifdBx98QP369QkLC2POnDmYmJjg7u5O9+7di73x2IQJE7h9+zbLly8nLS2N6tWrF9jRdnJyYt26dSxcuJDw8HDCwsKws7PDy8uLqVOnatOFhoaybds2fvzxR9LS0nB1daV///785z//0dv8rrwYPLg79va2LF26kS++WI6ZmRnNmtXnzTdHULdu0e8BExMTvvvuQxYsCGPnzsNs334IFxcHRo3qy4QJg3V2owdwd3clLOwL5sxZQVjYLtLTlXh6VufjjycQGtqtgKNUHgMGdcLOzoYfl+/i69nrMDUzoUkTPya+0b9YHV4TE2PmL3qLbxdtYc+uE+zacRwXF3tGvBjE2P+EYGKi+z698Pc1FszTHbnYt+ck+/acBMDVzbHSdrQBwrZe4F6qkldDGzFlbEuysnM4eTaO2Uv+4NLVomct2VWx4K1XdKe1BtRxIaCOZlRp465LOh3txOQMBo7fzBujmtGriw92VSxIuJPO0rVnmf/jnygz9XdAr2y8nm+PuY01l7bv49yaTRibmuJcx5sGg3pjX9Pwo+0eZWRsTLsp4/l74w5u/v4X14+dxNLeDt8ez1O/bw+MDHyWK1NSif3rHHY13HHyKd69sbLw7dIeCxtrLmzdx+nVmzE2NcWlrjeNQnvjUKt6kfmNjY3pOHU8ERt2cu23P7l29CQKB1vqBj9PQP/uBu+tGfdSufXnOexruuPsK9fjUXJPF6JiM1L/WztziWdy8+ZNnn/+ed5++23GjBnzjx9vxIgRJCYmsmvXrn/8WOVJREQE/v6yC3RZERGhwrtu+VsGUJFduWhL34nHik4o/hWb5rdhjTK+tKsh8gxRuLEhK660qyHy9DerKvf0MqfsrRMPu1L+vwsP9pYfUkpD+RzWE0IIIYQQQgghyqhKNXVcCCGEEEIIIYrL+Nme+CsqMRnRFkIIIYQQQgghSpCMaJcTHh4eXLp06V873ooVK/61YwkhhBBCCCFERSIj2kIIIYQQQgghRAmSEW0hhBBCCCGEMEDWaIunJSPaQgghhBBCCCFECZKOthBCCCGEEEIIUYKkoy2EEEIIIYQQQpQgWaMthBBCCCGEEAaYGKlLuwqinJIRbSGEEEIIIYQQogRJR1sIIYQQQgghhChBMnVcCCGEEEIIIQyQx3uJpyUj2kIIIYQQQgghRAkyUqvVssJfiGKKiIgo7SoIIYQQQlRI/v7+pV0FPb9c21naVXhmIbW6l3YVKiWZOi7EE1LUjC7tKog8yuu18fc3L+1qiEdERKio5nO1tKsh8ty+7MWEmJTSrobIs8DTDndfuYeUFbFRcg8RQvxzpKMthBBCCCGEEAbIGm3xtGSNthBCCCGEEEIIUYKkoy2EEEIIIYQQQpQg6WgLIYQQQgghhBAlSNZoCyGEEEIIIYQBskZbPC0Z0RZCCCGEEEIIIUqQdLSFEEIIIYQQQogSJB1tIYQQQgghhBCiBMkabSGEEEIIIYQwwETWaIunJCPaldSIESMYMWJEkek6d+7MK6+88i/USAghhBBCCCEqBhnRFqKcObr/HBtWHCDm8m1MzUxp0Lg2L47vjqdPtWLlVypVrPl+L4f2niY5KRVHZ1ue6xrI4Fe7oFCY66TdvPoQxw+f52ZMIvdT07GytqCahzPd+rSkc3AzTEzkt7o9e46xZMlGIiNjMDMzpWnTBkyaNBI/v1rFyp+RoWTBgjB27DhMQkIyrq6OBAd3YPz4UCwtFXrpb91KYPbsHzl69DTp6Upq167O8OHBDBwYVNKnVi4d3HeOVT8c5ErUbczMTGnUpDZjX+uOt2/VYuVXZqhY9u0+9u0+zZ3EVJxcbHmhW2NGjemCwvJh+8jMzGL39r/47fBFoiJjSUpMxd7eGm/fagx98TmatvD5p06x3Glf1ZEh3h54VbEiO1fN2eRUvr90jej76cXKb2FszIt+Nejs7oyThTl3MlWExybxU+QNMnNz9dIH13Cjd62qeFaxJCdXTWTqA1ZG3eRk0r0SPrPy6eC+c6xcfkCnjYx7vTvevsW8h2SoWPbtXvbueqSNdA/kZUNtZNtfHDtygcuXbpOYmKJtI8Ne6ihtJI/cQ4SouIzUarW6tCsh/n35o9krVqwoNF3nzp2pXbs2S5cu/TeqVeZFRESgqBldasff/ctxvvl0HbW8q9K9XytUmdls/fkIafcz+HLJxCI72zk5uUwbv5hzf12lc4+m+Ad6cTUqlh0bfiMg0ItPF4zB2Phh53nW9FWYmBhTy7sqtvbWpKcpOXHkAmf+iKJT9yZM/njoP33KhVJer42/v3nRCf8h69btYfr0efj51SI0tBuZmSpWrtxGSkoaa9bMok4dz0Lz5+Tk8NJL0zlxIoKQkE40b96AixdjWLNmB82b+7N8+Sc61yMuLokBAyZx//4DXnwxBA8PN8LDf+fgwZO89tpQJk4c8g+fcdEiIlRU87laKsfeuvEEn3+0Di+fqvQZ0AqVKot1a45yPzWDb3+cUGRHIicnl9fHfMupk1fp1rMJjZt6cfnSbTat+43GTb2Y++1o7fWIiU5gaJ8v8G9Ui5Zt/HBzsyc+/h6/rD9OUmIq49/swfBRnf6N0y7U7cteTIhJKbXj96jhyruNfLma+oAt1+MwNzamn2c1qpiZMvHYOa4W0dk2Bma39ifQyY7dNxM4cycVH1sreteqxpnkFN7+/TyPfol509+Lvp7ViExJY+/NRABe8HDBx9aaj/+K5MDtpH/uZIthgacd7r6ldw/ZsvE4n/83r40M1NxD1q85QmpqBt/+OBEfv6LbyGujF+e1kaYENvUiKjKWTT9r2sg3343RaSNDQmbh36gWrdrUwbWqPQlx99i8/neSElOZ8GYww18u3TYSGyX3kLJ2DwG/0q6Anl03d5Z2FZ5ZN4/upV2FSklGtIUoJ+6nprNkzlacXe34cslErGw0v1S3f6ER/xn0Bd9+tZnPF/2n0DLCt5/k3F9X6RXajnGT+2jD3ao5sHTuNg7s/Ivng5tpw6d8OkyvjD5DO/DhG0s4sPMvRo7vjmtVh5I5wXImJSWNGTOWUrWqM2vWzMLGxgqA7t3bERw8gc8++56ffvqs0DI2bdrPiRMRjBjRk+nTx2rDq1d3ZebMZWzZcpA+fTprw2fP/onExLvMm/ceXbu2AWDQoCDGjfuERYvWEhLSiRo1ijdyW9GkpqbzzVdbcXWz49sfJ2Cd1z46d23EsL5fMmfmL8xfMq7QMnZuOcmpk1cZMKQtk6b20YZXdXdg/uxt7N7+F917adqHg4M1y8PeoE49D50yQvq3Ynj/r/h+wW5692+Jra1VyZ5oOWJjZsKE+rVJyMhkwrFzpGfnAHAgNokfOzbhtQa1eev384WW0a2GK4FOdmyIjuWb8w87qLczMplQvzZdq7uw+5amQ+1dxYq+ntW4mvqAcUfOkpM3jrAh5jZL2jfizQAvfk+4S0ZOzj90xmVbamo633ypaSPf/TRR20aeD2rE0D5f8PXMzcxfWvg9ZEdeGxk4tJ1OG6nm7sC8r7axa9tf9Oj9sI38EPYmdeo/1kYGtGJYvy/5bsEueg+ovG1E7iHlh7GRjEmKpyPzPgvx4MEDZs6cSefOnfH396dVq1aMGDGCP/74Qyfd2bNnGT16NE2bNqVhw4YMGTKE33//Xa+8hIQEPvjgAzp06IC/vz+dO3dm+vTppKWladPcvHmTN998k5YtW9KwYUP69+/Pvn37dMo5fvw4derUYdu2bSxevJgOHToQEBDAiy++yLVr1/SOu3btWrp06ULDhg0ZMGAAJ0+efOLX4uTJkwwYMICAgACef/55Nm/erJfmSeq+detW5s+fT/v27QkMDGTixImkpKSgUqn4/PPPadOmDYGBgbzI2bwCAAEAAElEQVT77rsolUq9Y23dupX+/fvTsGFDmjdvzuuvv86NGzd00ly7do033niDdu3a4e/vT7t27XjttddISEh44vMvC37/9TzpD5QE9Wmp7WQDuFZ1oG3nhpw9eYXEuHuFlrF/u+ba9xvWQSc8eEBbLCzMCN/+Z7Hq4lpN07l+cD/jCc6gYgkP/520tHQGDuyq/YIE4O7uSlBQG44fP8vt24mFlvHLL/sBGDWqr0740KE9UCjM2bx5vzYsI0PJ7t1H8fBw035ByjdqVB+ys3PYuvXXZz2tcuvwgfM8SFPSq18LbQcCoGo1Bzq9EMBff1whvoj2sXOb5v0/ZORzOuH9Q9tgoTBj59aH7cPO3lqvkw3g7GJLYFMvsrJyuB5T+PWv6Nq5OWFjZsq26/HaTjZAglLFr7eTaOJsj4ui8NHErh6uAKy9GqsTvjkmDmVOjjYeoImzPQB7byVqO9kAOWo1+24lYm9uRruqjs96WuVWfhvp3a+lgTbSkD+L00a2au4hQ0bq3kP6hbY13EbqF9BGmuW1kejK20bkHiLKC5VKxZdffkn79u21fYnDhw8XK29qaioffPABrVq1onHjxowYMYJz587ppRsxYgR16tTR+zO0T9Sz1OffJiPahfjvf//Lzp07GTZsGD4+PqSmpnLmzBkuXrxI8+bNAThx4gSvvPIK9erVY8KECZiamvLLL7/wyiuvsGzZMlq2bAlAYmIiAwcO5O7duwwaNAhfX18SEhLYu3cv9+7dw8bGhjt37jB48GAePHjAyJEjcXBwYMuWLUycOJEvv/ySnj176tRvyZIlGBsb8/LLL5OWlsaSJUuYPHky69at06ZZt24dH3zwAYGBgYwcOZLY2FjGjx+Pra0t1aoVbz3WzZs3eeONNxgwYAB9+/Zlw4YNTJ06lQYNGuDr6wvwVHW3sLBgzJgxXLt2jZUrV2JsbIylpSVJSUlMmDCBs2fPsnnzZtzd3XnjjTe0eb/77jtmz55NUFAQ/fr1IzU1lVWrVjFkyBC2bNmCo6MjWVlZvPLKKyiVSoYOHYqLiwuJiYkcPnyYhIQEXF1dKW8iz18HoF5DT724eg09Cd9+ksi/b+BS1d5gfrVaTeTfN3ByscW1mu6XTQuFGbX93In6+4bBvPdT08nNVZOWks6fv19i79Y/qFrdiRq13Z7pnMqzM2ciAQgMrKsXFxhYj02b9nPuXBTVqrkYzK9Wqzl3LgpXV0eqV9d9PyoUFtSr58W5c1HasMjIayiVKho3NnS8uhgZGXH2bOSznFK59vc5TfsIaOSpF+ffyJMdW/7kQsQN3AppHxcibuDsYks1d91ZGhYKM3zruHPh/M1i1SUxQTNV29GxSvFPoAKqb28DwPm7qXpx5+/ep3sNN+ra25AYl1xgGXXtbEhUZhKfkakTrsrN5XLKA+rmHQPAzFizNXBmjv66bWXeWu76DlXYe6tydu7On81rI4099eICGnuyY8vJ4rURV1uqueveQxTaNmL4HvK4xPi8NuJkU0TKikvuIaK8mDp1Krt372bkyJF4enqyadMmxo4dyw8//ECLFi0KzJebm8uYMWO4dOkSL7/8Mo6OjqxZs4aRI0eyfv16vL29ddK7uLjwzjvv6IQZ+r7+tPUpDdLRLsTBgwcZNGgQ7733nsF4tVrNBx98QNOmTVm+fDlGRpqb/ODBg+nbty9z5swhLCwMgK+++oqEhATCwsJo1KiRtozXXnuN/GXy3333HYmJifz000/aDvrgwYPp168fM2bMICgoCDMzM23ezMxMfvnlF8zNNSMCtra2fPbZZ0RGRuLn50dWVhZz5syhXr16/PTTT9p0Pj4+TJs2rdgd7ZiYGFauXKn9caF79+4899xzbNy4kXffffep6p6VlcW6deu0dbp79y7bt2+nbdu2LFmyBCMjI4YNG8a1a9fYsGGDtqMdGxvL3LlzmThxIhMnTtSWFxwcTHBwMD/88AOTJk3iypUr3Lhxg7lz59KtWzdtuvHjxxfrnMuipPh7ADi52unFObtpwu4k3Csw//2UdDKVWdTyNjwtzNnNjovnrpGeptQZMQd4ffgcEm7fBcDIyIjGLXwZ/24/TE1NnuJMKob4eM1az6pVnfXi8sPi4gpeD3rv3n0yMjLx9TW84Y2bmxOnTl0kLS0dGxsrbVmGjmduboaDg622TpVRQt4Xd1c3/faRH5afxpDUlHSUyiy8fAy3D1c3OyLOXONBmlJnNPBxRw7+zd8RNwhs5oW7R+UdPQVwsbQAIFGp0otLyAtzVVgUmN/WzBRLU5MCN01LVKrwd7TFytSE9OwcYvLSBTrbsSHmtk7aQCfNe8CtkONVdAl595DC28i9AvOXVBs5fPD8I23EqfgnUMHIPaT8qMzTf8+ePcv27dt5++23GTNmDAB9+vShZ8+ezJo1i/Xr1xeYd9euXZw6dYo5c+bQo0cPQNOHCAoK4ptvvmHu3Lk66W1sbAgJCfnH6lMaKvN7p0hVqlThzJkzxMfHG4y/ePEi0dHR9OzZk7t375KcnExycjJpaWm0adOGM2fOkJGRQW5uLnv37qVDhw46nex8+R30gwcP0qBBA21HFUChUDB06FASExP5+++/dfL16dNH21EFaNZMsy4qfwp1REQEd+7cYeDAgTrp+vTpg62tbbFfB09PT20nG8DR0ZHatWvrTNV+0rqHhITo1Klhw4ao1Wr69eunfT3ywxMSElCpNF/K9uzZQ3Z2Nj169NC+3snJydjY2ODn58fx48cBsLa2BuDIkSOkpxdvZ9uyLlOZBYCZmf7vY+bmmjBlXppC85sb/n3N3Nwsrwz9L8XvfDKUT+eP4a0PQ2n1XAOys7J5kKY/pb8yycgbYct/3R718LXM1IvLlx9nKD+AhYW5znEeHs/w9bOwMNOmqYyUhby/C3tvFye/poz8NlZwGdFX4vlkehhVbC15/6NBxat4BWaR91QClYGdwVV5o84WhTy5ID8uy0D+R8tV5KU7nniXq6kPaF/ViXH1alHLxpJaNpaMrVuLli4ORR6voiu8jRR9D8mPK+gzqDjtLPpKHJ9M07SRaR+HFq/iFZTcQ0R5sGvXLoyNjQkNfdheLSwsGDBgAOfOnePmzYJneu3evRsHBwedAS9HR0e6d+/OgQMHDC4Nzc7O1llSW5L1KQ0yol2Id955h6lTp9KxY0fq1atH+/btCQkJwcvLC4DoaM3GLNOmTSuwjHv37mFmZkZaWpp2mnVBYmNj6dq1q154/tSKW7du6XTUHx+Rzu88p6amassDTUf5Uaampnh46K+bKoi7u7temJ2dHSkpD0eHnrXuVapoplhWrVpVL1ytVpOamoqzszMxMTGA5hcxQ2rUqKH976hRo1i+fDlbtmyhSZMmdOrUid69e+PgUD4377JQaG6mWVnZenEqlSZMoTB8w9XJr9LPrykjK68M/TWT9RvV1v5/l57NWfTFJt4ds4AFayZTrZKOSFjmjdblv26PevhaFjx6lh9nKD9AZqZK5zgPj2f4+mVmZuHgUPwf0CoaRSHv78Le28XJrykjv40ZLuNaTAKvj/mWXLWaOQtfpXolbRePyp/CbW6s37k1z+vwGprm/Xh+MwP5Hy1XmZcuRw1TTvzNu418GOLtwRBvzX3u5oMM5kRc4d1GvjprxSubwttI0feQ/LiCPoOKamfXohN4bbSmjXy9cHSlbyNyDxHlwYULF6hZsyZ2drozYRo2bKiNL6hPceHCBerXr6+z8z1AQEAAa9eu5erVq9SvX18bfvPmTQIDA1GpVDg5OTFw4EAmTpyoMyP2WepTGqSjXYju3bvTrFkzwsPDOXr0KCtWrGDp0qV8/vnn9OrVSzvl++2338bf399gGY6Ojty/f/8fqZ+JieFpuyX9xLbHG0hJKKjuRZ1Tbt4Ixvfff4+pqf7b18Li4U1p6tSp9O/fn/3793PkyBFmzpzJokWLWLlyJT4+5e/5nc5u9gDcSUih5mNro5PypsQ6udoXmL+KnRUWCjPuJBiePpsUn4KVtUJv2rghXYKbse3no+zfcZJhYyrnszfd3B5O7fP2rqETV9gUvXz29lWwtLQocGpgfPwdbGystJvkFDaVUKXK4u7dVBo1qvPkJ1JBPDo93NNLt30UNq08n62dFQqFWYHTyxPiU7C2URicEht9JZ7Xx3yLKjObuYtHUz+g5tOeRoWSmDc65qIw51qa7saJrnmdsYRCRuxSs7LJyM7BxdJwx81FYU5aVrZO5zlRqWLy8b9xVpjjbqXgQVY2V+6n09JV8wPrtbSKMcPpabjm3UMKbyP2BebXtpEC7iGFt5E4Xhud10a+HUMDaSNyDxH/queff77Q+PDwcIPhiYmJuLjo7xOQH1bYBsOJiYkEBgbqheevu05ISNB2tGvUqEHLli3x8/MjPT2d3bt3s3jxYq5evcq8efNKpD6lofLOoSomFxcXBg8ezLx58zh48CAeHh7aC54/emptbU2bNm0M/llYWODo6IiNjQ1RUVGFHQp3d3ftKPmjrl7VPJO2evXqT1T3/JHo/FHgfNnZ2SU+taKk616QmjVrao9n6PVu2rSpTnpfX1/Gjh3LihUr2LhxI/fv3+eHH34okbr82/zqa95vF87G6MVdPBejk8YQIyMjfOvV4E5iKgm3dTcfylRmER0Zi28h+XXSZ2p+QU9Lrby7jjdsqHnW56lTF/XiTp/WhAUEFDyLxcjICH9/HxISkrl1S/fGoFRmcuHCVZ38fn61sLAw15b9+PHUarW2TpVRPX/NZ0PEGf0nL+SH1fMvvH3UbVCDpMRUbsfe1YnLVGYRdSmWeg30fyW/EhXHxFcXk5WVwzffj5FO9iMu3NNM/2tgYJSsgYNmFtPFewVPEQS4lJKGi8ICN0vdkT1zY2N87KwLzJ+kVHE2OZUreeu2W+V1tH9PuGswfWVQP0Dz/j93JkYvLiIvrFhtJCGV27G69xClto3o578SdZsJr2jayLzvx0onO4/cQ8oPY6Py//e0lEqlzlLPfPkDW4amfxeVNz/s0bz/+9//mDhxIl27dqVPnz4sWrSIQYMGsWfPHp2nJT1LfUqDdLQLkJOTozcSbWtri4eHh3Zqtr+/P7Vq1eKHH34wuJ4gOVlzIzI2NuaFF17g0KFDnDlzRi9d/mhtp06dOH/+vM4bKjMzkzVr1uDi4kKDBg2e6Bz8/f1xdHRk3bp12jXOAJs3b9aeQ0kp6boXJCgoCBMTExYsWGBw5D7/NU9LSyM7W3d6lLe3NxYWFiV+7v+WVh39sbS2YPfm46Q/sj46Ie4uR8LPEtDUW7vjuFKp4kZMAslJuufauYfmh4iNqw7phO/YcIzMzCw692iiDVNmZJKRrj/apFar2RKmeYxC3YaGN2GpDLp0aYW1tSXr1u0h7ZFRstjYBHbtOkqLFgHa3WIzMpRcuXKDhATdL6chIZ0AWL58k074mjU7USpV2ngAS0sFXbu24ebNePbsOaaTftmyzZiamtCzp+4jdyqTDp0bYGVtwZaNx3X2D4i7fZcDe8/SpJm3djdlZYaKmOgEkhJ120e3npr3/5qfdB9xs/HnY2Qqs+jWU/eHvMuRsbw2ejFqtZp53481+Livyuxw/B0eZGXTs6YbVo9snOiqMOe5as6cSkrRbpRmYWxMTWtLHC10py7vuanZITzUS3cJU59aVVGYmLDnVtGjF3XtbAiu4cZfSfeIuPvPzDArDzp09te0kQ36bWT/nrM0aV50G+me1wbW/KR7D9mkbSNNdMIvR8Yy8VVNG5m/ZJzBx31VVnIPEf+m8PDwQv8KolAodPoQ+TIzM7XxT5o3P6ywvACjRo0C4LfffiuR+pQGmTpegAcPHtChQwe6du1K3bp1sbGx4a+//uLw4cMMHz4c0HSgP/vsM1599VWCg4Pp378/VatWJSEhgRMnTqBWq1mxYgUAkyZN4ujRo4wYMYLQ0FB8fHxISkpi7969zJ8/Hw8PD0aPHs22bdsYM2YMI0aMwNHRkS1btnD58mW+/PJLg1OlC2NmZsabb77JBx98wMiRIwkODubWrVts3LhROxpfUkq67gWpUaMGb7/9NrNmzSI2Npbnn38eW1tbbt68SXh4OD169OC1117j999/56OPPiIoKIjatTXri3fs2MGDBw+0Ox+WN1VsrXjl9Z7M/3wDk1+dT/d+rchSZbP156MYGRkxZtLDnRojz1/nvXGLeT64GZP+O1gb3qVXc8J3nGTr2iOkp2XQINCL6KjbbF9/jICm3nTq/rAjcet6ElPHLqJt5wCq13LB1t6a5MRUjoSfJebybZq2rkP7Lvqb+1UWdnY2TJkyig8/XMiQIVMIDe2GSpXFypXbACOmTRutTXv2bBQjR75P376dmTHjLW14v35d2Lz5ACtWbOP+/XSaNWvApUvRrF69gxYtAujdu6POMSdNGsFvv51mypTZnD9/GQ8PN8LDj3PgwB+MHx9KzZrFe5JARWRra8XEt4KZ9elGxr64gD4DWqFSZbM+TNM+3pjSW5v274gbTHx1MT16N2X6Jw/bR3BIc3Zu/ZP1a47yIE1J4yZeREXGsunn32jSzJug4IediLjbd3lt9Lek3EtnxMuduBJ1mytRujtdt2jth6NT5X3EV1pWDosuxDC5oQ8L2gSw5XocZsbG9PPUvE/nnb+qTVvPwYa5rQPYeSOeGWcua8N33ognyMOF/rXdsTY15UxyCj621oTUqsappBT23tR9VNfE+rWxMzclMuUBD7KzqWtnQ7cariRkZPLZ6cJnlVV0trZWTJzUk1mfbGDMyPn0Gai5h6xbo2kjb055eA/5O+I6E15ZTI/ezfi/Tx9pI32as3PrSdatPkLa/QwaN/XicuRtNq49RpPm3jo/RsXdvsvEVxdr2sgrnaWNPEbuIaI8cHFx0e759KjERM1nb2GPy81/tO7j8qd3F/Wo3fz9nB7dE+pZ6lMapKNdgPwds48dO8b+/fvJzs7Gw8ODd999l5EjR2rTNW/enLVr17Jw4UJWr15NWloaLi4uBAQEMGDAAG06V1dX1q1bx9y5c9m+fTupqam4urrSrl077eZcTk5OrFmzhi+//JI1a9aQkZGBr68v8+bN44UXXniq8wgNDSUnJ4elS5cya9Ys/Pz8WLhwod6W+s/qn6h7QV555RXtTIJFixahVqtxc3OjVatW2p0N69SpQ4cOHTh06BDr1q3DwsICHx8fFixYQJcuXUq0Pv+m7v1aU8XOig0rDrL8m+2YmpnQoHFtRo7vTm1f/U3rHmdiYsxHX7/KmiV7ObT3NL/uPo2DcxX6DuvA0FdfwOSRHXmd3ezpHNyUv09H89uvEaQ/yMTaRoGnd1UmvjeAriEt/pH1++XJ4MHdsbe3ZenSjXzxxXLMzMxo1qw+b745grp1axeZ38TEhO+++5AFC8LYufMw27cfwsXFgVGj+jJhwmC9PQvc3V0JC/uCOXNWEBa2i/R0JZ6e1fn44wmEhnYr4CiVR5+BrbG1t2b1DwdZ8PV2zMxMaBRYm7GvdcPHr3jt46sFr7D8273s232GvTtP4+RShcEjOvDyWN32EXszmZR7mlGoFcsOGCxv/pJxlbYTkW/r9XhSs7IZ7FWdcfU8ycpVcy45le8vXuNqAY/telQu8O6Jv3nRrwadqjnzfHVn7ihV/Hz1Fj9G3eDxrdQupaTRv3Y1Wrs6Ym5iTFyGkp+vxrL6yq1KvRFavr4DW2NnZ8WqHw6yYM7DNjLu9e7FbyMLX2XZ4r2E7z7N3p2ncXapwpCRhtrInYdtZOl+g+UtWFq524jcQ0RZV7duXX7//XdSUlJ0NiDLn6Fbt67+c9kfzXvixAlyc3N1vi+ePXsWCwsL7ebSBcl/utGjmxg/S31Kg5G6pHfOEqICi4iIQFFTfy26KB3K67Xx9y94J2nx74uIUFHN52rRCcW/4vZlLybEFPz8cPHvWuBph7uv3EPKitgouYeUPWVvnfivt3eUdhWe2XPVnm4255kzZxg0aJDOc6tVKhU9e/bExsaGjRs3AppR6vv371OzZk3tLuE7duzgrbfe0nmOdnJyMkFBQbRu3ZpvvvkG0Cz3NDc311l7rVarmTRpEjt27GDdunXaXcWLW5+yQka0hRBCCCGEEELoaNSoEd26dWPu3LncvXsXT09PNm/ezM2bN1m2bJk23ezZs9m0aRPh4eHax2sFBQXRuHFjpk2bxtWrV3FwcGDNmjVkZ2fzxhtvaPOeP3+et99+m+DgYGrWrElmZiZ79+7lr7/+on///tpO9pPUp6yQjrYQQgghhBBCCD2zZs1i7ty5bNmyhZSUFHx9fVm0aBGtWrUqNJ9macN3fPHFF6xYsQKlUklAQAD/+9//8Pb21qZzd3enadOm7N27l6SkJIyNjfHy8uLDDz9kyJAhJVaf0iBTx4V4AjJ1vGyRqeNlj0wdL1tk6njZIlPHyxaZOl4WydTxf8LTTh0Xz0ZGtIUQQgghhBDCAGMjGZMUT6dybxkshBBCCCGEEEKUMOloCyGEEEIIIYQQJUg62kIIIYQQQgghRAmSNdpCCCGEEEIIYYCxUWnXQJRXMqIthBBCCCGEEEKUIOloCyGEEEIIIYQQJUimjgshhBBCCCGEATJ1XDwtGdEWQgghhBBCCCFKkHS0hRBCCCGEEEKIEiQdbSGEEEIIIYQQogQZqdVqdWlXQojyIiIiorSrIIQQQghRIfn7+5d2FfQcT9he2lV4Zi1dg0u7CpWSbIYmxBPyrJNQ2lUQeWIuueLvb17a1RCPiIhQyTUpQyIiVPT69U5pV0Pk2fqck7SPMkQ+r4QQ/ySZOi6EEEIIIYQQQpQg6WgLIYQQQgghhBAlSKaOCyGEEEIIIYQBRvIcbfGUZERbCCGEEEIIIYQoQdLRFkIIIYQQQgghSpB0tIUQQgghhBBCiBIka7SFEEIIIYQQwgBZoi2eloxoCyGEEEIIIYQQJUg62kIIIYQQQgghRAmSjrYQQgghhBBCCFGCpKNdBsybN486deqQmJhY2lURQgghhBBC5DEyKv9/onTIZmiiUli1ahWWlpb069evtKvyzPbvPcWPy/dwOSoWMzMTApv4MOGNEHx8qxcrf0aGiu8Xb2fPzpMkJabi7GJLUPfmvDquB5aW5tp0mZlZ7Nh6nKOHzxN56SZJiSnY29vg4+fOiFEv0LxFnX/qFMuVPXuOsWTJRiIjYzAzM6Vp0wZMmjQSP79axcqfkaFkwYIwduw4TEJCMq6ujgQHd2D8+FAsLRV66W/dSmD27B85evQ06elKateuzvDhwQwcGFTSp1YuyfUoe4K8nBkbWIM6TtZk5eTyx+0Uvvg9msjk9CLzetlbElq/GvWdbWjgYoODwoy1f99m6oFIg+nbeTgQ5O1MA2cb6jpZY2lmwlt7L7A5MqGkT6vckjZStsj1EKLiko62qBTWrFmDg4NDue9ob95wlE8+XIm3rzuvv9WXzMws1q4+yMvDv2Tpisn4+hXe2c7JyeWN/8znz5NRBPdqSWBTH6Iib7Hih72cj4hh4fevY2ysmegSe+sOn/53FQ0bedGzd0vcqjoSH5fMhnVHGPfy17w+qS8vvtz13zjtMmvduj1Mnz4PP79aTJ78EpmZKlau3Mbgwe+wZs0s6tTxLDR/Tk4OY8Z8xIkTEYSEdKJ58wZcvBjD0qUbOXs2kuXLP9FeD4C4uCRCQydz//4DXnwxBA8PN8LDf2f69PnExyczceKQf/iMyza5HmXPoHpVmdm5DhfvpDHzt6tYmBjzYsPqrO8fyMANp7mU/KDQ/IFVbRkTWIPrKRmcjb/Pc7UcC00f4udKiJ8rl++mcyn5AY3dbEvydMo9aSNli1wPISo26WiLMkOlUmFsbIypqbwtDUlNecDsL9bj5ubAshWTsbGxBOCFbk0Z2PtjvpzxM98ue6vQMrb98jt/nowidGhHprwfqg2v5u7E119uYMfWE/QMaQWAg6MNK39+j3r1a+qU0Xdge0L7fMKieVvp278ttnbWJXym5UNKShozZiylalVn1qyZhY2NFQDdu7cjOHgCn332PT/99FmhZWzatJ8TJyIYMaIn06eP1YZXr+7KzJnL2LLlIH36dNaGz579E4mJd5k37z26dm0DwKBBQYwb9wmLFq0lJKQTNWpU/QfOtuyT61H22FqYMq2tN7H3lQzccJq0rBwAtl9OZM/Q5v/P3n3HVV39Dxx/XTayQTYogooDnLi3mbhy5U5Ns7KcpWb21W/za6X1s6E2LNPSUsOV5s5RbnMipuJCZSN7XS7j/v64cPV6L7gwLvJ++uDxkDM+n3M+hzvO54wPb3cI4Lnfwss8xu5ryTT+/iAZeQV421lyYHTrMtN/evQas/+MRFWo5tl67tLRvoO8RoyLtEflIetsxcOSvx0jkpmZyaxZswgJCaF58+a89dZb5Obm6qQpLCzk66+/5umnnyYoKIjOnTszf/58lEqlTrquXbsybtw4jh49ysCBA2nUqBF9+vTh8OHDAPzxxx8888wzBAcHM2DAACIiIvTKc+3aNaZOnUqrVq0IDg6mf//+bN++XSdNQUEBX331FaGhoTRq1IiWLVsyePBgdu7cWWZdjx49SmBgIJs2bWLhwoV07tyZxo0bEx8ff9/nXr9+PYGBgRw7doyPPvqI1q1b06RJEyZOnEhKSorOtbh06RLHjh0jMDCQwMBAunbtSmWzb2842VlK+j/bVtvJBvD0dOap7k05fiyS+LiUMo4AWzYdAWDUmG464YOHdcTSypwtm49owxwdbfU62QCurg40C6lDfn4B16MSHqVKldru3UfIysph8ODu2i9IAF5eboSGtuXo0XDi4sred+G33/YAMHbsAJ3wESN6YWVlwcaNe7RhublKduw4iI+Pu/YLUomxY/tTUFDI5s1/Pmq1Ki1pD+PzdC0X7C3NWHM+XtvJBojNymPb5STa+jjhaWtZ5jHS8grIyCu473MmZKtQFaofusxPMnmNGBdpDyGefNLRNiLTpk0jOzubadOm0bNnT9avX8+iRYt00rz99tt8/vnn1KtXj7feeos2bdqwdOlSJk+ejFqt++UiOjqa6dOn07lzZ6ZPn05GRgYTJkxg8+bN/O9//+OZZ55hypQp3Lx5k6lTp1JYePuL0JUrVxgyZAiRkZGMGzeOWbNm4ejoyNSpU/ntt9+06RYtWsSXX35JixYtmDNnDhMmTMDf35/w8LJHKUp8++237Ny5k9GjRzNjxgyqVat23+cu8eGHH3LhwgUmTZrE8OHD2bt3L++//742/j//+Q8eHh74+/szf/585s+fz3/+85/7Kp8xiQi/BkCjJgF6cY2b+APwT8T1UvOr1WrOnbuOq5sDnl4uOnFWVhYEBvpyroz8d0pMTAPA2aXqjhadOaNZI9q0aT29uKZN6wNw9uylUvOr1WrOnr2Em5sz3t5uOnFWVpbUr++vkz8y8jpKpYomTQydrx4KhYLwcMPrVqsCaQ/jUzKafDIuQy/uZLwmrJGb3b9apqpMXiPGRdpDiCefzNE1IvXr1+ejjz7S/p6WlsbatWt54403ALhw4QJr165l4MCBOum8vLxYtGgR+/bto0uXLtrwqKgofv75Z0JCQgAICAhg3Lhx/Oc//2Hr1q34+voCYG9vz9tvv83Ro0dp21Zzl3Pu3Lm4ubmxbt06rKw0m2k899xzvPDCC/zf//0fffv2RaFQsG/fPjp16sT//ve/h6pzdnY2W7dupVq123dzZ8yYcV/nLuHo6MiyZcu0YUVFRaxYsYLMzEzs7Ozo1q0bn3/+OU5OTvTr1++hymkMEhPSAHB3d9SLc3N3AiAhIbXU/Onp2ShzVQTU9jIY7+bhSPiZq2Rl5eqMmN/tr33hnDsbRfOQOnj7VL//CjxhEhJuAeDhoX8NSsLi42+Vmj8tLZPc3Dzq1DG84Y27uwunTl0gKysHW9tq2mMZOp+FhTlOTvbaMlVF0h7Gx9NGM1odl52nF1cSdq8RbVF+5DViXKQ9hHjyyYi2ERkyZIjO7yEhIaSlpZGVlQXAn39qpvSMGTNGJ92YMWMwNTVl3759OuF+fn7aTjZA48aNAWjZsqW2k31n+M2bNwFNB//QoUP07NmTnJwcUlJStD8dOnQgISGBa9c0o6t2dnZcunRJ+/uD6tevn04n+0HOXWLQoEE6He+QkBAKCwuJiYl5qDIZK6VSBYC5hf79MQtLs+I0+aXnz9XktzCQH8DSwlznPIZcvRLH2/9Zjr19Nd7+YNT9FfwJlZur6ShYFF+3O1lor6V+B6NESZyh/ACWlhY657l9vlLaz9Jcm6YqkvYwPlbmmq8YqsIivbi8Ak2YlZl8Dfm3yGvEuEh7VB4KhbrS/4iKISPaRsTLS3ek0d5eM+0uPT0dW1tbYmJiUCgU1KpVSyednZ0drq6ueh3Lu49nZ6eZoufp6akTbmtrqz0PwI0bN1Cr1SxcuJCFCxcaLGtKSgr+/v5MmTKFiRMn0qNHD2rXrk379u3p06cPwcHB91XnGjV01wA/yLlL3F2fkuuWkaE/XbEys7LSfGjmq/TXK6qK1zBaWRn+wAWwKn50l8pAfoA8Vb7Oee4WdS2eV8Z9TlGRmsXfTsLH1/X+C/8EsrbWjMSpVPo3N1Taa1n6aF1JnKH8AHl5Kp3z3D5fKe2Xl4+TU9Wdyi/tYXyU+ZrOtIWpfmfasriDrSzQ74SLx0NeI8ZF2kOIJ590tI3InY9guNPda68f9XilhZcoKtJ88RkzZgydOnUymKZOnToAtGjRgl27drF3714OHDjAxo0b+fHHH5k+fTovvfTSPctYMjX8Yc5dwtTU1GC6h71uxsqteMp4QkIatQJ0by4kFk8Zdy+eQm6Ig4MNVtYW2rR3S4xPw8bWyuC08atX4nhl3OeoVPl89d1UgoL9Hq4STxB399tT+wICfHXiypqiV8LR0Q5ra8tSpwYmJCRja1tNu0lOWVMJVap8UlMzaNy46j7bXNrD+Ginh9tYciVV95nZ2mnlWTKC9m+R14hxkfYQ4sknc7YqEW9vb9Rqtd7U6aysLJKSkvD2LvsZyverZFq5qakpbdu2Nfjj4OCgTe/g4ED//v359NNP+fPPP2nRogULFy7U2VztcZ37ft05tbyyKunchp+5qhcXfkbzN9EgyPBaLdBcgwYNa5KUmE5cbLJOnFKp4uLFmzQ0kP/ypRjGj/2MgvxCvv7+NelkF2vUqC4Ap05d0Is7fVoTFhxcRy+uhEKhICioNomJKcTEJOrEKZV5nD9/VSd/3bo1sbS00B777vOp1WptmaoiaQ/jcyZBM6uoqYf+KFlJWHhi5r9apqpMXiPGRdpDiCefdLQrkZIR3h9//FEn/Mcff6SwsFBnI7RH4eLiQqtWrQgLCyMhQf/xTXc+Ois1VXd01MrKCn9/f/Ly8vQeOVbe534Q1tbW2qnxlVXnro2xsbFi49qDZGXdfuxbXFwKf+w4SfMWdfHwdAYgN1fFtavxJCXp1rlXn5YArFj+h0742jV/kafMp9czrXTCL12MZvwLn1OkVvPN0tcMPu6rqurWrTU2NtaEhe0kK+v2aF1sbCLbtx+kZctgPD010+tzc5VcuXKTxETdv99+/TSv2WXLNuiEr1q1DaVSpY0HsLa2onv3tkRHJ7Bz5yGd9D/8sBEzM1P69OlYrnWsTKQ9jM/Oa8lkqgoY1sADW/PbM4+8bC3pVduVw9Fp2hFtKzMT/B2tca1meOmKeHTyGjEu0h6Vh+IJ+BEVQ6aOVyL16tVj0KBBrF27lqysLFq1asU///zDunXr6NChQ6lTrR/Gu+++y/Dhw+nbty+DBw+mRo0aJCcnc+bMGa5cucKuXbsA6NWrFy1atCAoKAgnJycuXrzI2rVr6dKlCzY2No/13A8iKCiIX375hUWLFuHn50e1atUq3bO07R1smDp9IB++/wsvjPqUZwd3QKUqYM0ve1EoYMabg7Vpz52NYvwLn9GnX2vem/u8NrzvgLZs2XyUNb/sIysrl2bN6xB5MZq1a/6ieYu69Opzu6MdF5fC+HGfk56WzZhxoVy+FMPlS7r7ALRqUx+X6lVzTZeDgy0zZ47lnXe+YvjwmQwd2gOVKp+VK38HFMyefXvpRHj4JUaP/g8DBnTl449f14YPHNiNjRv3smLF72Rm5hAS0pCLF6/xyy9badkymL59O+ucc9q0URw+fJqZMxdw7txlfHzc2b37KHv3/s2ECUOpUUN3SUFVIu1hfDLyCvjo0FU+7FyXsGebsOpcHBamJjwfrJmd9cGBy9q0jd3sWD2gCWvPx/PGnovacDsLU54P1szWsi/e9LF+dVsmNdfc9DufnM3uqNszdOq52NDNT/P4wgaumv1Hnq5VHR87zTKlP6KSuZCc/RhrbbzkNWJcpD2EePJJR7uSef/99/Hx8WHdunXs2bMHFxcXXnjhBaZMmVKu06P9/f1Zt24dixcvZuPGjaSlpeHk5ES9evWYOnWqNt3zzz/Pnj17OHLkCEqlEk9PT1566aX7Wp/9qOd+EBMnTiQuLo5ly5aRlZWFt7d3petoAzw7pAMOjjb8tGwXXyxYj7m5GU2b1WbilL7UCfS5Z35TUxO+/Hoi3329lZ3bT7Bj63Gquzow8vluvPRKL0zv2LQo5uYt0tM0X0iXL91h8Hjf/vB6le1oAwwb1hNHR3uWLl3PJ58sw9zcnJCQBrz22ijq1at1z/ympqYsWfIOixevZtu2/WzZ8heurk6MHTuAiROH6e0/4OXlxurVn/DZZytYvXo7OTlK/Py8ef/9iQwd2uNxVbPSkPYwPqvOxZGmzOflpr7MauNPfpGav2PT+fTotfvq8NpbmjG9tW7bNXKz0z5/e+35eJ2OdkNXW730vWq70qu2ZmQwLjuvyna0QV4jxkbaQ4gnm0L9pO0YJcRjFBERgV9g4r0Tin9F1EU3goJkqqkxiYhQSZsYkYgIFc/8mXzvhOJfsbmTi7w+jIi8Xxkj41snfjr594ouwiNr4tKnootQJcmIthBCCCGEEEIY8ATspysqiGyGJoQQQgghhBBClCPpaAshhBBCCCGEEOVIOtpCCCGEEEIIIUQ5kjXaQgghhBBCCGGALNEWD0tGtIUQQgghhBBCiHIkHW0hhBBCCCGEEKIcydRxIYQQQgghhDDAROaOi4ckI9pCCCGEEEIIIUQ5ko62EEIIIYQQQghRjqSjLYQQQgghhBBClCNZoy2EEEIIIYQQBsgSbfGwZERbCCGEEEIIIYQoR9LRFkIIIYQQQgghypFCrVarK7oQQlQWERERFV0EIYQQQognUlBQUEUXQc+51N8rugiPrKFTn4ouQpUka7SFeEBeda5VdBFEsdhLtQgKsqjoYog7RESoaNv384ouhih2aNNr9B21vaKLIYptWtGDT1OSK7oYotgMZxf5DBH3pJBF2uIhydRxIYQQQgghhBCiHElHWwghhBBCCCGEKEfS0RZCCCGEEEIIIcqRrNEWQgghhBBCCANkibZ4WDKiLYQQQgghhBBClCPpaAshhBBCCCGEEOVIOtpCCCGEEEIIIUQ5kjXaQgghhBBCCGGArNEWD0tGtIUQQgghhBBCiHIkHe0nzPr16wkMDCQ6OrqiiyKEEEIIIYQQVZJMHRcV5vLly2zbto0BAwbg4+NT0cWpNPb9cZaVy/Zy5VIc5uZmNG5Wi1em9CSgjud95Vfmqvjh213s2n6a5KQMXFztebpnU154uRtW1hbadHl5+ez4/SSHDpzn8sU4kpLScXS0IaCOJ8+N6UzzlrUfVxUrlZ07D/H99+uJjIzC3NyM5s0bMm3aaOrWrXlf+XNzlSxevJqtW/eTmJiCm5szvXt3ZMKEoVhbW+mlj4lJZMGCHzl48DQ5OUpq1fJm5MjeDB4cWt5Vq5SeCW3Gay+H0iDQB1V+AYf/vsR7n67nfGTsPfPWruXO80M70KhhDRo3qIGzky0/rtnP5Ld+LDVPj66NmfBCN+rX8cLO1oq4hDT2HviHz7/dzo2Y5PKsWqUV2rUOLz/fgsA6ruTnF/L3qWg+XXiAyCu37pm3Vk0nhg5oRMN6bjQIdMPJ0Zo1G8J56/2demm9Pe3Zv/XlMo/36aL9fLX06EPX5UmQfPIksdt3kBMTg8LMDPs6takxYADVvL3vK39hXh7Rv28h+e+/UaWnY+HggEvLFvj07o2ppaVe+pQzZ4j7Yze5sbEUKnOxcHTCoUF9vEJDsapevbyrV+nIZ4jxM5G54+IhSUf7CdOvXz969+6NhYXFvRNXsMuXL7No0SJatmwpHe37tGn9UT56Nwz/2h5MeL03qrwC1q46wMujF/Htj5OoXbfsznZhYRHTJn7PqeNX6dGnOU2b+3MpMpZflu/jn7M3+HLJy5iYaCa6xMWm8tF7YQQ1rknPZ5rj5uFIYnwaG9ceYdKL3zDxtd6MfKHLv1FtoxUWtpM5cxZSt25NZswYQ16eipUrf2fYsDdYtWo+gYF+ZeYvLCzk5Zff49ixCPr160KLFg25cCGKpUvXEx4eybJlH2jbAyA+/hZDh84gMzOb55/vh4+PO7t3H2HOnEUkJKQwadLwx1xj4zZqSHsWfzyGcxejeWfeWiwtzRn//FPsCnuL7kM+5p+LMWXmb9ksgKkv9+DajSROhkfRrVNQmelfHfMU894ezqmz1/l8yXayspQ0auDLqCEd6N8zhNY93yHxVkZ5VrHSGdI/iI/f6cHFS0nM++IvLC1MeX54M8KWD2fI2FVcvFx2Z7tZIy9efr4FN6LTCD8XT6d2tUpNm5Kay+uztxiMmzGpA96e9uz+88oj1aeyS9h/gKs//YS1txc1nh2IOr+AuD17iPh4Hg3fnInNPT6L1UVFXPhyIRmRkVRv3Rr7unXIuRlN7I6dZF2LosHrr6G44z0r7o/dRK1Zg02NGniFhmJqZUX2zZskHjhA8vETNH73HSwcHB53tY2WfIYI8WSTjvYTxtTUFFNT04ouRoXKycmhWrVqFV2McpeRkcOXn27Gzd2BJT9NwsZWc6f6qdDGjOj/CZ/P28iipa+WeYytm45z6vhVBo9oz7RZ/bXhnl5OLPy/39n++0l69Q0BwMnJhuWrXyOwge4Xr36DWvPcwE9Zsng7fQe1wt7+ybvW9yM9PYuPP16Kh0d1Vq2aj62t5jr07Nme3r0nMnfud/z009wyj7Fhwx6OHYtg1Kg+zJkzXhvu7e3GvHk/sGnTPvr376oNX7DgJ5KSUlm48C26d28LwJAhobzyygd8/fUa+vXrgq+vx2OorfFztK/Gh7OHEB2bQvfBH5OZpQRgw9bjHNvxPvP+O4xnRv5fmcfYvvsMNZpMIS0jhxreLkTsn1dm+ikvhRITl0L3wR+RpyrQhl+9kcRHs4fSr2dzvlux99ErV0nZ21kye1oXYuMzGDx2FVnZKgC27rrIjnVj+e8bXRk5/tcyj7H7rys06biQjMy8e45Y5yrz+W3reb3wmr6OeLrbcTI89p4d+ydZQXY218N+xcLJiaA338TM2hoAl5DmnH7nXaJWr6HhjOllHiPp0CEyIiPx6NqVWsOHacMtq7twPWwtt44cxbVtG2147I4dWDg6EjTrTUzMzbXhVq6uXA8LI+XkSTy6VM0btvIZIsSTT9ZoP2HuXqM9atQoevToweXLlxk9ejSNGzemQ4cOfPfdd9o8t27dokGDBnz++ed6x4uLi6NevXosXLhQG5aZmclHH31E586dCQoK4qmnnmLx4sUUFhbq5N26dSvPPvsszZo1o2nTpvTs2ZPFixdryzl16lQARo8eTWBgIIGBgaxfv16bf8eOHQwcOJBGjRrRqlUrpk2bRmys7vTPWbNmERwcTHR0NK+88grNmjVj/Pjx2nrNnj2bTp06ERQURNu2bXnxxRe5dOnSI1zhirN/7zmys5T0HdhK28kG8PB0osvTjTjx9xUS4tPKPMa2zccBGD66o074wKHtsLQyZ9vmE9owB0cbvU42QHVXe5qG+JOfX8iNa0mPUKPKbffuI2Rl5TB4cHftFyQALy83QkPbcvRoOHFxZV+f337bA8DYsQN0wkeM6IWVlQUbN+7RhuXmKtmx4yA+Pu7aL0glxo7tT0FBIZs3//mo1aq0ej3dBAe7avz0635tJxsgOjaF37adoFPb+nh7OpV5jJS0bNIycu77nPZ21UhNz9HpZAPEFb8Oc3JV91+BJ9DTnWtjZ2fJrxvOajvZALHxmWz7I5K2LWvg6W5X5jHS0pVkZOY9UjmGDgjGxETBmvXhj3Scyi7l9BkKc5W4tW+v7WQDWLq44NKsGRkXL5KXklLmMZIOHwHAq/vTOuHunTtjYmFO0pHDOuEFubmY2djodLIBLJwcATCpBLPvHhf5DBHiyScd7SogKyuLl156icDAQN588038/f359NNP+fNPzRtq9erVadmyJdu2bdPLu23bNtRqNb169QJAqVQyevRoNmzYQN++ffnvf/9L69atWbRoEW+//bY236FDh5g2bRp2dnZMnz6dmTNn0qFDB06ePAlAixYtGDVqFACvvPIK8+fPZ/78+bRo0QKA3377jSlTpgAwbdo0hg0bxt69exk+fDgpd30RUKvVjBs3DltbW2bOnEnfvn0BmDJlCjt27KB///688847jBkzBoCoqKhyurL/rnPhNwAIbuKnF1cSdj7iZqn51Wo15yNuUt3NHk8vZ504Kytz6gR6cf5c6fnvlJSQDoCzi+19pX8SnTkTCUDTpvX04po2rQ/A2bOl39RRq9WcPXsJNzdnvL3ddOKsrCypX99fJ39k5HWUShVNmhg6Xz0UCgXh4ZEPVZcnQUgTfwCOntSfGlwS1qxR6dOOH8bu/REE1fNh7n+GEFjbEy8PJ3p0bcy7Mwdy9vxN1v/+d7mer7JpEqxZynLyjP76+JKwRg0f7+iZqamCgX0akpmZx+87Lj7Wcxm7rGvXALCrHaAXVxKWVcbno1qtJisqCnNHRyxdXHTiTC0sqObrq5ffsWFDcmJiiPo1jJzYWPJSUkk5c4Yb69ZTzccHl5CQR6tUJSafIZWH4gn4ERVDpo5XAUlJScybN4/+/fsDMGjQILp27cq6devo1KkTAL1792bOnDn8888/NGjQQJt369at1KtXj4AAzYfw8uXLuXr1KuvXr9eGDR06FB8fHz7//HPGjRuHv78/+/btw8bGhqVLlxqcyu7r60tISAgrVqygbdu2tGrVShuXn5/P/PnzCQgI4JdffsHKSjN627ZtW0aPHs13333Hm2++qZO+c+fOvPXWW9qwjIwMTpw4wcyZMxk3bpw2/OWXy94ox5glJqQB4Oauv56tJKwkjSEZ6Tkolfn41zb8xdbN3YGIM9fJzlLqjJjfbf++c/wTcZOmIf54+biUmu5Jl5CgmYLq4aG/mU9JWHx86dNU09Iyyc3No04dwxveuLu7cOrUBbKycrC1raY9lqHzWViY4+Rkry1TVeTtoRmtjolL1YuLjU/VSVNeXpu9AhMTE14d8xSTX+yuDf9t+wlemfEDucqqPaLt4aYZrY5LzNSLiy8O83B/vDfrnuoYgJurLT+HnSZXmf9Yz2XsVKma14GFk/7roCSsJI0hBdnZFKlUVPP2Mhhv6ehE1pWrmlHs4hFz/1EjQa0mbvdu4nbt0qZ1btaU2mPHGtw8raqQzxAhnnwyol0FWFlZaUd5ASwsLAgODubmzdujl927d8fc3JytW7dqw27evMnZs2fp3bu3Nmzbtm00b94cJycnUlJStD9t22qmIR07dgwAOzs7cnNzOXDgwAOXNyIiglu3bjF8+HBtJxugVatWNGzYkH379unlGTFihF6dzc3NOXbsGGlpaQ9cBmOkLP6SaG6hf3/MojhMWcYXyZI4CwP5NeHmxelK7xxcuxLPB7NXY2dvzez3h95fwZ9Qubma6awl1+1Ot69l6VNeS+IM5QewtLTQOc/t8xluP0tLc22aqsi6eMd8lUr/NaDMy9dJU17yVAVcv3mLA8cimThrOSNeWcyX3+2gR5dG/LjoFczNq/Z+GdZWmr9VlapQLy4vr6A4jeG///IybGAjAFZX8WnjAIUqzXu7iZn+e4iJmaYdilSlv/+XxCnMDLeZwlz/GCZmZlhWr4593br4jx5N3VdfxbP706SGnyXy2yUUFRQYPFZVIJ8hQjz5ZES7CnB3d9fZdRLAwcGBixcv6vzerl07tm7dyowZMwC0ne6SaeOgmXZ94cIF2rRpgyHJyZrH2YwYMYLt27fz8ssv4+bmRtu2benevTtdu3ZFoSh7EkvJOuxatfSneQYEBLBjxw6dMBMTE7zveiyJhYUFM2bMYP78+bRr145GjRrRqVMn+vXrh6fn/T0Gy9hYFX8hzVfpfzFRFYdZlfGltSROZSC/Jjy/OJ3hzsj1a4lMfulbitRqPv/qJbyr8Gg2gLW1ZiTGUMfu9rUsfbSmJM5QfoC8PJXOeW6fz3D75eXl4+Rkfz9FfyLlFq+HNvSl08rSXCdNeVAoFGxY/jrubg60Cn1b25n/fecprl5P5PP/jeL5oR34fuW+cjtnZZOr1PytWljo33CwtDQrTvP4Rpk93e3o0MaPs//Ec+5C4mM7T2VhWrwe2lDntqhA0w5lrZkuiVMXGG4zdb7uMdRFRZz//AtU6ek0fu9d7fldmjXFytWNaz//TOL+A3h06fxQ9ans5DNEiCefjGhXAXd3skvTq1cvYmJiOHPmDKDpaDdu3Fjn0VtFRUW0bt2aZcuWGfwpGTl3cXFhw4YNLFmyhO7du3Pq1CkmTJjAq6++ilqtLtf6mZmZYWbgDv2YMWPYsWMHb7zxBnZ2dnz11Vf06tWLo0cr5zNU3dwdAUgsXh99p5KwkjSG2DtUw8rKnMRE/fwlx7CxtTI4bfzalXgmjvsaVV4BX3z7MkGN7+/5nk8yd/fSp/aVNUWvhKOjHdbWlqVODUxISMbWtpp2k5yyphKqVPmkpmZoy1QVxZRMDzew4ZlXybTy+NKnxT6oNiG1aR1Sm517w7Wd7BIbt2o2HezQWn8tZFVSMj3c001/w7OSaeXxCVmP7fyD+wVhamoio9nFypoeXta08hJmNjaYWFiQl5pmMD4vLRVTayvttPHMy5fJvHIFp+BgbSe7hEtIcwDSL1544Ho8KeQzpPJQKNSV/kdUDOloC62nnnoKKysrtm7dytWrV7lw4YLOaDZAjRo1yM7Opm3btgZ/fH19tWktLCzo1KkT//3vf9mxYwcvvfQSe/fu1W6IVtrItpeXZv3XteKNW+509epVvdHrsvj6+jJmzBiWLFnCzp07sbCw4Jtvvrnv/MakQbDm2p49E6UXF1EcVj/IVy+uhEKhoF5DX24lZhAXq7uhnFKZz6WLsdRvqJ//yqU4Jo77hvz8QhZ+N56GwTUevhJPkEaN6gJw6pT+F8XTpzVhwcF1Ss2vUCgICqpNYmIKMTG6o21KZR7nz1/VyV+3bk0sLS20x777fGq1WlumqujEGc37Rcum/npxLZtp9pM4Ga7/nvKwSjrvpqb6H6OmZpoRXDMDcVXJmYh4AJo21l/T26yRJiz8XPxjObdCAYP7B5Odo2LTNv1HflVFtrX8AMi8clUvriTM1s+v1PwKhQIbv5rkp6WRVzx7rUShSkXOzZs6+VXFHXK1ukjvWOoiTZi6UD+uqpDPECGefFX7W4DQYWtrS6dOndi+fTtbtmzBxMSEnj176qTp2bMnZ8+e1e5YfqesrCxUxWuzUu+6Y65QKLSbrGVmakY5rIvvemdkZOikDQoKonr16qxZs4a8vNvrhY4fP05ERASdO3e+Z11yc3NRKpU6YR4eHri4uOidr7Lo2DWIajaWbFp3lOw7Hl8UH5fKnp3hNGsRgLuHIwDKXBVR1xK5laRb1559NKMIq376Syd8w6+HyFPm06NPM53wy5GxTHrxG9RqNYu+f8Xg476qqm7dWmNjY01Y2E6ysm4/Eio2NpHt2w/SsmUwnp6ugOaxKleu3CQxUfcGR79+mufHLlu2QSd81aptKJUqbTyAtbUV3bu3JTo6gZ07D+mk/+GHjZiZmdKnj+5j26qSLTtPkZGZy/NDO2J3x6wMHy9n+vdszl+HL2g3SrO2sqCOvwfurvobC96v85c0S1x6P90UBztrnbjnntXsWXH8TPl17CujnXsvkZmVx9ABwdja3B7R9PKwo+fTdTn89w3iEjSfB1ZWZvj7OeNa3aZczt2hjR/envZs2XmR7JyqvQlaCecmTTC1siJx/34KcnO14XnJySSfOIF9YF0snTVPpCjMyyM3Lg7VXXucuLZuDUDszl064Qn7/qRIlU/14ngA6+JN01JOnaYgR/exeUkHNe9hdv7l+ySAykQ+Q4R48skabaGjV69e7Nixg2XLlhESEoK7u7tO/IsvvsjevXuZMGEC/fv3p2HDhuTl5REZGcn27dvZvHkzPj4+zJkzh9TUVNq0aYOHhwcJCQn8/PPPuLq6ElL8OI8GDRpgamrKt99+S0ZGBlZWVjRq1AhfX1/eeOMN3nzzTUaMGEHfvn1JSUlhxYoVuLu789JLL92zHlFRUTz//PP06NGD2rVrY2FhwZ9//smVK1d0diyvTOztqzFpWh/mf7COl0cvov/g1uSrCghbdRCFQsFrM/tp0/4TcYOJ476hV98Q/vu/Ydrw3v1bsG3zccJ+OUBWZi5NmvtzOTKO9WsO0axFAD2KO+Kg6cBPevEb0tNyGDWuK1cuxXHlUpxOmVq2qYuzS9nPwX1SOTjYMnPmWN555yuGD5/J0KE9UKnyWbnyd0DB7Nm3/07Dwy8xevR/GDCgKx9//Lo2fODAbmzcuJcVK34nMzOHkJCGXLx4jV9+2UrLlsH07dtZ55zTpo3i8OHTzJy5gHPnLuPj487u3UfZu/dvJkwYSo0alXP/gfKQlpHDfz8O44u5o9kZNotlv/yJhYU545/viloNsz5YrU3bvHEttq56g5/XHuTVmcu04fZ21owf3RUAB3vNdMvgBr68MVGzIeTZ89Fs36NZWnPuQjTrt/zNwN4t2P/72/y4Zj+padm0bl6bIf1acTUqkR9+3vcv1d44ZWTm8fHnfzJ3TnfClg3nl3XhWFiY8vywpqjV8MGne7VpGzf0ZNX3Q1m7KYKZ72zXhtvZWjB6mOYGoL2dZo1pg0A3Jr6o6dCdj0xkz1/6I7Qlm6CtWnfmsdWvsjGzsaHmoGe5uvJnIubNw71jR9QFBcTv0bSD39DbG1xmRUXxz6f/h2ubNtR+Yaw23K1dO5IOHyF+zx4Kc3Oxq1OHnOho4vftwz6wrrYjDmDj44NL8+YknzhB+Psf4NahA2Y2NmReucyto8ewdHXFvfjJJ1WRfIYI8eSTjrbQ0blzZ2xsbMjOztabNg6a3bxXrFjBt99+y/bt2/ntt9+wsbHBz8+PCRMm4Oqqufvat29fwsLCWL16Nenp6VSvXp1OnToxceJEbG01j3OpXr06H3zwAd9++y3//e9/KSws5KOPPsLX15f+/ftjbW3Nt99+y6effoq1tTWdOnVixowZODs765Xrbh4eHjzzzDMcPnyYzZs3o1Ao8PPzY+7cuQwaNKh8L9q/aMDgNjg4VOPn5ftY/NkWzM1Nady0Fq9M6UntuoYfuXInU1MT/u+rF/nhm13s3nGaXdtOU93VjuGjO/LC+Kd1psHGRieTnqa5y75i6R6Dx1u89JUq29EGGDasJ46O9ixdup5PPlmGubk5ISENeO21UdSrd++RGlNTU5YseYfFi1ezbdt+tmz5C1dXJ8aOHcDEicP0Ho3n5eXG6tWf8NlnK1i9ejs5OUr8/Lx5//2JDB3a43FVs9JYtuovUtKymfpSKO/PGoQqv5DDf1/i/f/bwLkL0ffM72hfjf9OH6AT1izYj2bBfgD8vPagtqMN8OLr3/P36asM7deaNyb2xszUlNiEVL5bsZePvtxMemYuVd2qdeGkpSt5aXQLZk3tSH5BIX+fjOH/Fu/nwqV7P0rI3s6K6RPb64QFN/AguIHmMYVrN0XodbSrO1eja8cALkQmaaevCw33Tp0ws7UldscObqxbh8LUDPs6dfAd0B8bn3vPWFKYmFB/ymSif/+dW38f59axY5g7OOD19NP4PNMHxV17wtR+cRy2/v7cOnqEmK1bUBcWYeHoiEfnzvg80wezatUeV1UrBfkMqRzkOdTiYSnU5b0zlRBPsIiICLzqVO3poMYk9lItgoLK95FN4tFERKho2/fzii6GKHZo02v0HbX93gnFv2LTih58mpJ874TiXzHD2UU+Q4yO8a0Tv5KxuaKL8MgC7J+p6CJUSbJGWwghhBBCCCGEKEfS0RZCCCGEEEIIIcqRrNEWQgghhBBCCANKeRqtEPckI9pCCCGEEEIIIUQ5ko62EEIIIYQQQghRjmTquBBCCCGEEEIYIKOS4mHJ344QQgghhBBCCFGOpKMthBBCCCGEEEKUI+loCyGEEEIIIYQQ5UjWaAshhBBCCCGEAfJ4L/GwZERbCCGEEEIIIYQoR9LRFkIIIYQQQgghypF0tIUQQgghhBBCiHIka7SFEEIIIYQQwgBZoi0elkKtVqsruhBCVBYREREVXQQhhBBCiCdSUFBQRRdBz42szRVdhEdWw/aZii5ClSQj2kI8oF57kiu6CKLY1q4uHDKLqehiiDu0LfAmKMiiooshikVEqKQ9jEhEhIpst+sVXQxRzCaxJh8ny2e6MVlZ0QUQohzJGm0hhBBCCCGEEKIcyYi2EEIIIYQQQhggz9EWD0tGtIUQQgghhBBCiHIkHW0hhBBCCCGEEKIcSUdbCCGEEEIIIYQoR7JGWwghhBBCCCEMkCXa4mHJiLYQQgghhBBCCFGOpKMthBBCCCGEEEKUI+loCyGEEEIIIYQQ5UjWaAshhBBCCCGEASaySFs8JBnRvsvChQsJDAwkKSmpootiUEn5KsL69esJDAwkOjq63I75IPUJDAxk4cKF5XZuIYQQQgghhHgcZERbiEqmR0B1XmnuSz0XG/ILizgWm868Q9eITMm5Z15/R2uGNfQkyNWWhq62OFmbs+pcHG/ujtRLa2mqYEA9d7rUdKaBqy3uNhak5OZzITmbb09Gczg67THUrvK5dPgMf6//g6TrcZiameLdIIAOo/pQvabXfeXPz1NxePV2Lh44SXZKOjbODtTr0IzWQ3tgbmlhME/kwVOc3rqfxGsxFOYXYOvsgHcDf3pMHVmeVauUdu48xPffrycyMgpzczOaN2/ItGmjqVu35n3lz81VsnjxarZu3U9iYgpubs707t2RCROGYm1tpZc+JiaRBQt+5ODB0+TkKKlVy5uRI3szeHBoeVet0pI2MS5//xnO1l/2cPNqPGZmpgQ29mfwy73w8fe8r/x5ShUbl+/k6O5TpCVn4OhiT+unmtJvTHcsrXTfs5bMXcWB7X8bPE7PYZ0ZPrHvI9ensks5eZL4HTvIjYlBYWaGXe3aeA8YQDVv7/vKX5iXR+yWLaT8/Tf56emYOzjg3KIFXr17Y2ppqZc+7cwZ4nfvJjc2lqLcXMydnLCvXx/P0FAsq1cv7+oJUaVJR7uSefXVV3n55Zcruhiiggxt4MEn3QK5cCuLjw5exdLUhDGNvdkwpCkDw05zMTm7zPzNPO15pbkvN9JzOZOYSeeazqWm9bG3Yv5TgRyPS2fd+QRis/LwsrXkuSBP1gxszIcHrvLNyZvlXcVK5eyuw+xctIrqNT3p+HxfClT5nNryF6ve/IxhH7+Oq1/Zne2iwiLWv/8N0RGXadC5Bd4NA0iKiuXvDXuIv3SDQe9NQGGiO/Hoj29+5cz2gwS0aEjbEb0wszAn81YasReuPc6qVgphYTuZM2chdevWZMaMMeTlqVi58neGDXuDVavmExjoV2b+wsJCXn75PY4di6Bfvy60aNGQCxeiWLp0PeHhkSxb9gEmd7RHfPwthg6dQWZmNs8/3w8fH3d27z7CnDmLSEhIYdKk4Y+5xsZP2sS4/Pn7EZbO+xUffw+GvtKbfFUBu9Yd4P1Xv+S/X03GN+De71n/98Z3XDh9hXahIQQ29ufG5Vi2rt7H1fM3mfnZeJ32KDF+zgi9MG8/j3KrV2WVdOAAUT/9hLWXFz4DB1JUUEDinj2cnzeP+jNnUs3Hp8z86qIiLi1cSGZkJC6tW2NXpw450dHE79xJdlQUga+9pvMZEr97NzfXrKFajRp4hoZiamVFzs2bJB04QOqJEwS98w7mDg6Pu9qVjswcFw9LOtqVjJmZGWZm0myPSqVSYWJiUqmupYOlGf/tEEBsppKBa0+TpSoE4PdLSewe2YJ3OwYwfEN4mcf441oywd8eJD2vAB87Sw6NbV1q2uTcfHqtOkFEUpZO+C8Rcex6LoTpbfxYdS6O9LyCR69cJaTMymHfDxuwdXFk2MevYVnNGoDA9k1ZPulD9n6/jiH/m1zmMc7tPUp0xGWa9u5I15cHacMd3Jz5c9lG/tl3nIZdW2rD/9l7jDPbDvD0xGE06t728VSskkpPz+Ljj5fi4VGdVavmY2tbDYCePdvTu/dE5s79jp9+mlvmMTZs2MOxYxGMGtWHOXPGa8O9vd2YN+8HNm3aR//+XbXhCxb8RFJSKgsXvkX34vYYMiSUV175gK+/XkO/fl3w9a26nQlpE+OSnZnDL4s24ezmyH+/moK1jWY2QMuuTXhr1DxWfrmRt76YUOYx9m//mwunr/D0s+0Z9dpAbbirpzOrFm/i0M4TtO/RQi9fu9CQ8q3ME6AgO5ubv/6KuZMT9d98E1NrzWeIc/PmRLz7LjfWrKHe9OllHuPWoUNkRkbi1rUrNYcN04Zburhwc+1ako8epXqbNtrw+B07MHd0pP6bb2Jibn47vasrN8PCSDl5EvcuXcq5pkJUXbJGuxSZmZnMmjWLkJAQmjdvzltvvUVubq5OmsLCQr7++muefvppgoKC6Ny5M/Pnz0epVOqkK21tcdeuXZk1a5b294KCAr766itCQ0Np1KgRLVu2ZPDgwezcuVObxtCa5q5duzJu3DiOHz/OoEGDCA4O5qmnnmLjxo1657xw4QIjR46kUaNGdOzYka+++oq1a9c+9Nrr48eP89prr9GlSxeCgoJo3749c+bMIS0tzWDaZ599luDgYLp168bq1asNHlOlUvHhhx/SunVrmjZtyiuvvEJ8fLzBtImJicyePZt27doRFBREz549+eWXX3TSHD16lMDAQDZt2sTChQvp3LkzjRs3LvWYxuppfxfsLc1YfS5e28kGiM3KY+vlJNr5OuFpqz9N7E5pyoL77hinKQv0OtkAiTkqjsSkYWlqgr+T9YNV4gly+ehZVDlKgru30XayAexdnanbtgk3z14iIym1zGP8s1czpTLkjo4CQOOe7TGzMOefvcd0wo/8ugPXWt7aTrYqR4m6qKg8qlPp7d59hKysHAYP7q7t0AF4ebkRGtqWo0fDiYsre++N337bA8DYsQN0wkeM6IWVlQUbN+7RhuXmKtmx4yA+Pu7aDl2JsWP7U1BQyObNfz5qtSo1aRPjcnJ/BLnZSjr1aaXtZANUd3eiRafGnD95meSEst+zDm4/Dmimfd/pqQFtsbA050Bx/N3UajW52UqKCuX9qkTamTMUKpW4tm+v7WSDppPs1KwZmRcvkpeSUuYxko8cAcDj6ad1wt06d8bE3Jzkw4d1wgtzczGzsdHpZAOYOzoCYGJheLmSEOLhVJ7hvH/ZtGnT8PX1Zdq0afzzzz+EhYXh7OzMG2+8oU3z9ttvs3btWrp3786YMWOIiIhg6dKlXLp0iSVLlqBQPNhkk0WLFvHNN98waNAgGjVqRE5ODufPnyc8PJzu3buXmTc6OpqpU6cyaNAgBgwYwLp165g1axYNGzakTp06ACQkJPD8888D8PLLL1OtWjXCwsIwv+sN90Fs376dzMxMhgwZgouLCxcvXiQsLIxLly6xevVq7TW4ePEi48aNw9nZmcmTJ1NYWMiiRYtwdtafujx79mw2bdpEnz59aNasGUePHjU4XT45OZmhQ4dSWFjI8OHDcXFx4fDhw7z33nukpaUxYYLunflvv/0WExMTRo8ejVqtplq1anrHNGZN3e0BOBGXoRd3Ii6DwQ08aOxuR1xW3mMvi0dxh/5WTv5jP5exio+MAsCrXi29OK96tTi35xgJl29g7+pkML9arSb+0g1snR2wd9N9HZhbWuBay5v4yze0YSkxiaTGJtGkVweOrt3FyU37yEnPxMzCHL9m9en8wgAc3F3Kr4KVzJkzmn0GmjatpxfXtGl9NmzYw9mzl/D0dDWYX61Wc/bsJdzcnPH2dtOJs7KypH59f86evaQNi4y8jlKpokkTQ+erh0KhIDxcf++DqkTaxLhc+UfzflInyE8vrk6wHwe2/83VCzdxcS/9PevqhZs4Vbenuofue5aFpQU16nhz7YLh5USv9JxNbrYSE1MTagX60Pu5roR0bPRoFarksq5plvvYBgToxdkGBJB8+DDZUVFYGvieBJr2yI6KwtzREUsX3fd+EwsLrH19yY6K0gl3aNiQ1JMnuREWhmu7dphaW5Nz4wbR69dj7eODc4jMPBCiPElHuxT169fno48+0v6elpbG2rVrtR3tCxcusHbtWgYOHKiTzsvLi0WLFrFv3z66POD0m3379tGpUyf+97//PXB5o6KiWLlyJS1aaKZs9ezZk06dOrF+/XrefPNNAL777jttPYKDgwEYOHAgoaEPv0HM9OnTsbbWHdVs0qQJM2bM4MSJE4QUv2l/+eWXFBUV8fPPP+PlpVkD1qNHD/r06aOT98KFC2zatInhw4fz7rvvAvDcc88xc+ZMLl68qJP2888/R6VSsXnzZm2Hffjw4cyZM4dvv/2WkSNHYm9vr02fnZ3N1q1bK10Hu4SnnaZza6gjXRJ2rxHt8tCtlgtNPew5HJ3GzQzlvTM8oTKT0wCwc3HUi7MtDsu8lVZqfmVmDgV5KmxrGN6AyK66I3EXo8jLycWymjUp0ZoZGBcPnqJQlU+rwd1x8nLj5tlLnNq6n/jI64z6fCbVHOwepVqVVkLCLQA8PPQ38ykJi4+/VWr+tLRMcnPzqFPH8AZd7u4unDp1gaysHGxtq2mPZeh8FhbmODnZa8tUVUmbGJeUpDQAnFwd9eKcXTXrclOL0xiSlZGDSqnCp5bhqffOrg5cjogiN1upHTF3cLbl6WfbU6ueL9VsrYm/mcSudQf4cvZyhr7ah94juho8VlWgStXMHrBw0r+xURKWn1r6DIPC7GyKVCqsvQyvq7dwciL76lUKc3O1I+Z+I0eiVqtJ2L2bhF27tGmdmjal1tixBjdPE6BQqCu6CKKSkqnjpRgyZIjO7yEhIaSlpZGVpZlK++efmulnY8aM0Uk3ZswYTE1N2bdv3wOf087OjkuXLnHt2oNvauTn56ftZAM4OztTq1Ytbt68fXd5//79NGrUSNvJBnB0dOSZZ5554POVKOlkq9VqsrKySElJoWnTpgCcO3cO0EyxP3DgAF27dtV2sgFq1apF+/btdY5Xcl1HjtTdPXnUqFE6v6vVanbs2EGnTp0ASElJ0f60a9cOpVLJmTNndPL069ev0nayAazNNC9XlYGpd3nFYSVpHpc6ztX47OlA0pT5vPHHxXtneIIV5GlG803N9e9XmlloZonk56lKzV8SZyg/gFnxTJOS86hyNTdTctOzeObNF2j57NPUadOYri8PovXg7mSlpHNi076Hq8wTILf4+lhY6M/QKQlTKkuf7VESZyg/gGXxDvAl57l9PsPtZ2lprk1TVUmbGBeVUvNeYm7g+pgXX+M8ZemzlFRKVan5dY9x+31v6KvPMOq1gbTv0YJm7YPoNbwLH/00E3ef6qz9bts9p6o/yYpUmuukMLBXTMnU7pI0hhSW5C9lVqKhYyjMzLCsXh27unXxGz2a2q++ivvTT5N29ixXliyhqKBq7rkixOMiI9ql8LrrDmHJyGh6ejq2trbExMSgUCioVUt32qidnR2urq7ExMQ88DmnTJnCxIkT6dGjB7Vr16Z9+/b06dNHp2N8v+UFcHBwID09Xft7TEwMQUFBeulq1KjxwGUtERcXx/z58/nzzz/Jztbd8TozMxPQdIKVSiV+fn56+e8OK7mud5fp7uuckpJCeno669atY926dQbLlpycrPP7o9TTGOQWaDrTFqb6nWnL4rCSNI+Dv6M1qwY0QqFQMPq3cG5U4dFsADNLzZeYwnz9LyYFquIvtKU8nuvOOEP5AQry83XOU9J5t3V2wK9pfZ20Qd1ac+TXHdyswtNira01IzEqlX5HoSTMyqr00ZqSOEP5AfKKb4yUnOf2+Qy3X15ePk5O9gbjqgppE+NiYVV8A9DA9ckvvsaWVqUvJbMofnSXofy6xyh7na9VNUt6Du3M8v9by9ljF+n8TOmbcj7JStZDqw10bouK3//LWjNtWpI/3/Dr4+5jqIuKiPziC/LT0wl6911tuFPTpli5uXH955+5deAAbp07P1yFhBB6pKNdCkOPpwDNSGp5KSws1Pm9RYsW7Nq1i71793LgwAE2btzIjz/+yPTp03nppZceqryPU2FhIS+88AIpKSmMHz+egIAArK2tKSoq4sUXXyzXa3W3ouINoPr06cOzzz5rME3t2rV1frey0n/eamUSl3l7evjlVN1nZpdMGX9c67PrOFdj1YBGWJqa8NzGcM4kZD6W81QmJVPGM5PTcLlrF+Oskmnl1R1LzW9lVw0zSwtt2rtl3krDopqVdqM1u+qaqYQ2BjoKJWHKrHs/S/1J5e5+eypyQICvTlxZU4pLODraYW1tWepU5oSEZGxtq2k39Spr6rNKlU9qagaNGwfqxVUl0ibGxbl4ynhqUhrefu46cSlJmpvyhqaVl7C1r4aFlUWp08tTktKxtrHS2WitNNU9Ncu9MlL1N9ysKkqmh6tSU7H21F1CVDKt3NzAtPISpjY2mFhYoDKw+WzJMUytrLTTxrMuXybryhXcunTR68A7N2/O9Z9/JuPCBeloC1GOZOr4Q/L29katVutN887KyiIpKQlvb29tmIODAxkZuhtYqVQqkpL0d1t1cHCgf//+fPrpp/z555+0aNGChQsX6nXKH7bMN27c0As3FHY/IiMjuXr1KrNmzWL8+PF069aNdu3a4eur+4XK2dkZKysrou7alAPQCyu5rneX6e7r7OzsjI2NDQUFBbRt29bgj5ub7uY5ld3pBM3fUDNP/Y5WSdjj6ADXda7G6oGNMTcxYfgG6WSX8CheNxpn4PnVsReiAHCvXfosCoVCgUdtX7JS0slI1N1ZNj9PRdK1GDzuyF+9pidmlhbateF3yryl+VJWzbFqrs8GaNSoLgCnTl3Qizt9WhMWHFyn1PwKhYKgoNokJqYQE5OoE6dU5nH+/FWd/HXr1sTS0kJ77LvPp1artWWqqqRNjIt/fc37yeWIKL24kjD/er56cSUUCgW1An1IvZXBrXjd9yxVnoobl2KoVUb+O8Xf1Hz/cXCpuu9ZNsUz+rKuXtWLyy4OszEwE7CEQqHApmZN8tPSyLtrBl+RSkXuzZs6+Us65IaeVFESJk+xMEzxBPyIiiEd7YdUsjb4xx9/1An/8ccfKSws1NkIzdfXl+PHdR958euvv+p1nlPv2vTCysoKf39/8vLy9B4Z9jDat29PeHg4Z8+e1YalpaWxefPmhzpeySj63SPXP/zwg87vpqamtG/fnr179xIbG6sNv3btGgcOHNBJ27FjRwBWrlypE37376ampoSGhrJ7924uXND/UpVyj0diVEY7ryaTqSpgeEMPbC1MteFetpb0ru3Koeg07Yi2lZkJAU7WuFV7tEd11HOxYc2zjTFRwLANZww+7quqqt26ERbWloTvPExezu1H/2UkpRB56BS+QbW1O47n56lIjk4gKyVd5xj1O2v2VTh+xyOKAM5sP0CBKp8GXW7vu2BuaUFgu6bkpGUSefCUTvrTW/cD4B/SsPwqWMl069YaGxtrwsJ2knXHyH5sbCLbtx+kZctg7e7WublKrly5SeJdNzj69dO8by9btkEnfNWqbSiVKm08gLW1Fd27tyU6OoGdOw/ppP/hh42YmZnSp0/Hcq1jZSNtYlyadwzCqpol+34/Sm727e8UtxJSObbvDPWbBmh3HM9Tqoi9nkDaLd1BgpLnYW9bvU8nfPeGQ6jy8nWel52Xm4cqT39ac0ZqFltX7cXcwoxGrfR3iK8qnJo0wcTKiqT9+ym84/GxecnJpJw4gV3dutodxwvz8siNi9MbvXZprZl2H3/HxmYAiX/+SVF+vjYe0G6alnb6NAU5urOfbh3SvF5s71qmJ4R4NDJ1/CHVq1ePQYMGsXbtWrKysmjVqhX//PMP69ato0OHDtqOOMDgwYN55513mDx5Mm3btuXChQscOHAAp7umBPXq1YsWLVoQFBSEk5MTFy9eZO3atXTp0gUbG5tHLvOLL77Ipk2bePHFFxk1apT28V6enp6kpaU98OPI/P398fPzY968ecTHx+Pg4MD+/fsNPp968uTJ7N+/n+eee47hw4dTVFTEypUrCQgI0NlNvH79+vTp04dVq1aRmZmpfbyXodHwGTNmcOzYMYYOHcrgwYOpU6cO6enpXLhwgV27duncUHgSpOcV8OGBq3zUtS7rBzXh54g4LExNGNPYGzVq3vvrsjZtE3c7fn22CWH/xDP9jk3L7CxMGdNYM9vC3lLz8m9Y3ZbJLTQjHedvZfPHNc2dcS9bS1YPbIyztTmLj9+gnosN9Vx0/w7330jlVm7VfMSXlW01Oo7pzx9fr2H1rM9pFNqOwvwCTm35C1DQ+cXbSxriI6/z65yFNOzakh5Tb2/0F/RUa/7Z+zentvxFXo4Sn4YBJF2L4fS2A/gG1aZ+pxY652w/qg/Xz1xk64KfiL1wTbPreMRlLh44iWstb5r26URV5eBgy8yZY3nnna8YPnwmQ4f2QKXKZ+XK3wEFs2ffXn4THn6J0aP/w4ABXfn449e14QMHdmPjxr2sWPE7mZk5hIQ05OLFa/zyy1Zatgymb9/OOuecNm0Uhw+fZubMBZw7dxkfH3d27z7K3r1/M2HCUGqUsqN8VSFtYlxs7KoxbMIzLP90LR9M+JIufdtQkF/IrnX7UaDguSn9tWmvnr/BR1O+on2PFrw8e7g2vGOvlhzccZxd6w6Qk62kXmN/blyOZffGQ9RvGkC77s21aeOjb/HJ9G9p1j4Id5/q2l3H/9p6jJzMXEa9PhCn6g7/5iUwKmY2Nvg++yzXf/6Z8/Pm4dqxI+qCAhL27gWgxtCh2rTZUVFc/L//w6VNG/zHjtWGV2/XjltHjpC4Zw+FubnY1alDTnQ0ifv2YVe3rk5Hu5qPD07Nm5N64gTnPvgA1w4dMLOxIevyZZKPHcPS1RXXTlX3M0SIx0E62o/g/fffx8fHh3Xr1rFnzx5cXFx44YUXmDJlik6ndciQIURHR7N27Vr2799P8+bNWbZsmd6O5c8//zx79uzhyJEjKJVKPD09eemll+65Pvt+eXp68tNPP/G///2Pb7/9FmdnZ0aMGIG1tTVz587F8gEf62Bubs7XX3/N3LlzWbp0KaampnTo0IHvv/+edu3a6aStV68eS5cu5aOPPuLLL7/Ew8ODSZMmkZSUpPfYrg8//BAnJyc2b97Mnj17aNWqFUuWLNG5eQHg4uJCWFgYX331Fbt372b16tU4ODjg7+/PrFmzHu4iGbmfI+JIVeYzvpkv/2nnj6pIzd+x6cw/dI0Lydn3zO9gacYbbXTvWDdyt6ORu2b6Xtg/8dqOdg0HK5ytNRvjTAwxPAV6yLrT3IpJNxhXFTTu0Q5ru2r8vWEPfy3/DVNzM7wb+NN+ZB9c/bzvmd/E1ISBb7/C4TXbuXjgJBf2n8DGyZ6Q/l1oM7QHJndtfGfr7MCIT6Zx6JetnP/rBMqsHGydHWjerwtthvUoc/O1qmDYsJ44OtqzdOl6PvlkGebm5oSENOC110ZRz8Dzzu9mamrKkiXvsHjxarZt28+WLX/h6urE2LEDmDhxGKampjrpvbzcWL36Ez77bAWrV28nJ0eJn583778/kaFDezyualYq0ibGpWu/ttja27B11V7WfP07Zuam1G3kz6CXelGjtuHHRN3JxNSE6fNfYuPynRzdc5ojf5zC0cWenkM70X9Md533LAdnO4Jb1iMy/BrH9p4mL1eFrYMN9Rr7EzqkE/Wa6D8/uqpx69QJM1tb4nfsIHrdOhRmZtjWqYNP//5U8/G5Z36FiQl1J08m9vffSTl+nJRjxzB3cMDj6afx6tMHxV379/iPG0eivz/JR44Qt2UL6qIizB0dcevcGa8+fTCrxE9mEY+PSqXiyy+/5LfffiM9PZ26desydepUOnTocM+8GRkZfPrpp+zcuROlUklwcDAzZ87U2eg5NzeX9evXs3v3biIjI8nOzqZmzZoMGTKEoUOH6rzPR0dH89RTTxk814IFC+jdu/ejV7gcKdSPc8cqUSnMnTuXNWvWcOrUKb0vLUJXREQEvfYk3zuh+Fds7erCIbMH3+FfPD5tC7wJCqraHX5jEhGhkvYwIhERKrLdrld0MUQxm8SafJwsn+nGZKURjqonKjdVdBEemZtV34fOO23aNHbs2MHo0aPx8/Njw4YNhIeHs3z5clq2bFlqvqKiIkaMGMHFixd54YUXcHZ2ZtWqVcTExLB27VoCAjQ32yIjI+nbty9t2rShXbt22NracuDAAXbt2kW/fv2YP3++9pglHe1evXrR+a6N+0JCQnT2yDIGMqJdxSiVSp3dt1NTU9m0aRPNmzeXTrYQQgghhBACgPDwcLZs2cL06dN5+eWXAejfvz99+vRh/vz5rF27ttS827dv59SpU3z22Wf06tULgJ49exIaGsqXX37JF198AUD16tXZvHkzderc3txy2LBhvPXWW6xfv177ZKM71a9fn379+pV3dcudbIZWxQwdOpS5c+eyevVqFi1axMCBA8nKymLChAkVXTQhhBBCCCGEkdi+fTsmJiYMvWPPAEtLSwYNGsTZs2eJjo4uNe+OHTtwcnKiR4/by3acnZ3p2bMne/fu1W707OzsrNPJLvH0008DcNXAzvwAOTk5qFSqh6rXv0U62lVMp06d+Ouvv/joo4/4/vvv8fT05LvvvqNFixb3ziyEEEIIIYSoEs6fP0+NGjVwcNDduLBRo0ba+LLyNmjQQPuUohLBwcHk5eWV2oEucevWLQC9zaMBvv76a5o2bUqjRo0YOHAgf/31133V598mU8ermGnTpjFt2rSKLoYQQgghhBBG70l4DnVpG4iV2L17t8HwpKQkXF1d9cJLwhITE0s9ZlJSEk2bNtULd3Nz0+Zt0KCBwbwqlYoff/wRb29vGjdurA03MTGhffv2dOvWDXd3d27evMny5csZP348CxcupFu3bqVXsgJIR1sIIYQQQgghhA6lUomFhf6GmiVPKiqZ/v0geUvCysr7wQcfcPnyZb799lvMzc214V5eXixdulQnbb9+/ejduzfz5s2TjrYQQgghhBBCiH9HaSPW92JlZWVwHXReXp42/kHzloSVlvf777/n119/ZerUqXo7ixvi6OjIwIEDWbJkCdHR0fjcx6Px/i2yRlsIIYQQQgghDDB5An4elqurK0lJSXrhJWEl08AfJG/JdHNDedevX8+nn37KsGHDHmijZg8PDwDS09PvO8+/QTraQgghhBBCCCF01KtXjxs3buh1YM+cOaONLyvvP//8Q1FRkU54eHg4lpaW+Pv764T/8ccfzJkzh+7du/POO+88UDlLdj93dnZ+oHyPm3S0hRBCCCGEEELo6NGjB0VFRaxZs0YbplKpWL9+PQ0bNsTX1xfQjFJfuXKF/Px8nbypqals375dG5aSksL27dvp3LmzztTxv//+m2nTphESEsKnn36qt1P5nfnvlpCQwLp166hduzaenp6PXOfyJGu0hRBCCCGEEELoaNy4MT169OCLL74gNTUVPz8/Nm7cSHR0ND/88IM23YIFC9iwYQO7d+/WrpEODQ2lSZMmzJ49m6tXr+Lk5MSqVasoKChg6tSp2rwxMTG8+uqrKBQKQkND2bZtm04ZAgMDtSPnn3zyCTdu3KBNmza4ubkRExPD6tWrycnJYc6cOf/CFXkw0tEWQgghhBBCCAMUT8LzvR7B/Pnz+eKLL9i0aRPp6enUqVOHr7/+mtatW5eZz9TUlCVLlvDJJ5+wYsUKlEolwcHBfPjhhwQEBGjTRUdHk5mZCcD777+vd5xJkyZpO9rt2rXj5s2b/Pzzz2RkZGBnZ0dISAivvPIKwcHB5Vjr8qFQq9Xqii6EEJVFREQEvfYkV3QxRLGtXV04ZBZT0cUQd2hb4E1QkP7jPETFiIhQSXsYkYgIFdlu1yu6GKKYTWJNPk6Wz3RjsrJTp4ougp6UvE0VXYRH5mzZt6KLUCXJGm0hhBBCCCGEEKIcSUdbCCGEEEIIIYQoRzJ1XIgHEBERUdFFEEIIIYR4IgUFBVV0EfSk5G2u6CI8MmfLZyq6CFWSbIYmxAOqHnC1oosgit264s87CakVXQxxh/fcnWRNsBGRNdrGRdrDuEREqBhwUP9xQaLiXDK+frYQD02mjgshhBBCCCGEEOVIOtpCCCGEEEIIIUQ5kqnjQgghhBBCCGGAgir+IG3x0GREWwghhBBCCCGEKEfS0RZCCCGEEEIIIcqRdLSFEEIIIYQQQohyJGu0hRBCCCGEEMIAhULGJcXDkb8cIYQQQgghhBCiHElHWwghhBBCCCGEKEcydVwIIYQQQgghDJLHe4mHIyPaRmjUqFGMGjWqoouhZ9asWQQHB99X2sDAQBYuXPhQ5+natSvjxo17qLxCCCGEEEIIUdFkRFuISuav3WdZtXwfVy/FYWZuRqNmtXhpck/8a3vcV35lroofl/zBnu2nSb6VgUt1e57q2YTRL3XDytpCJ23Yyv0c/PMcN6KSyEzPoZqNJd6+1ekzsBWhzzTH1FTu1aWfOsGtXTtQxkajMDXDpnYd3PsNxMrL+77yF6nySNy6mfTjf1OQkY6ZvQMOIS1x69UHEwtLvfQpB/8iZf+f5MXFoTA1wcq3Bq6hvbFr0LC8q1Yp7dx5iO+/X09kZBTm5mY0b96QadNGU7duzfvKn5urZPHi1Wzdup/ExBTc3Jzp3bsjEyYMxdraSi99TEwiCxb8yMGDp8nJUVKrljcjR/Zm8ODQ8q5apSVtYlykPYxL91ouvNTYl7rONuQXFXE8LoP/O3aNS6k598xby8GaIfU9qO9iS4PqtjhZmfPr+Thm/3XJYPp23o50r1WdBtVtCXS2wdrclOl7LrDpUmJ5V0sIgXS0jdLSpUsrugiPLDw8HFNT04ouxhNny4ZjzH8vjFq1PRj/Wm9UefmsX32Qic8vYtHyiQTU8Swzf2FhEW9OWsrpE1fp3qcZjZv5czkyjtU//sn5iJv83zcvYWJyu/N8PuIGru4OtGwbiIOTDTlZeRze/w/z3v2Vk39fZs7c4Y+7ykYt5eB+Yn/+EUsvbzz6D0Kdn0/yn7u5+ulH+E+fhZW3T5n51UVFRC3+gpxLkTi2bEO1OnVQRkdz648d5F6/ht/kaSjuaI/Y1T+T8tderHxr4N63PwBpx45wffHn+I59CYeQlo+zukYvLGwnc+YspG7dmsyYMYa8PBUrV/7OsGFvsGrVfAID/crMX1hYyMsvv8exYxH069eFFi0acuFCFEuXric8PJJlyz7QeX3Ex99i6NAZZGZm8/zz/fDxcWf37iPMmbOIhIQUJk2q2q8PkDYxNtIexmVQoAcfda7LxeRsPjl6DUtTE0YFefFr/yYM/e00kSlld7abutvzYmNfbmbkcjYpk46+zmWm71vHjWdqu3E5LYfIlGwau9uXZ3WEEHeRjrYRyc3NxdraGgsLi3snNnKWlvojccaksLCQwsLCSnWtMzNyWPx/m3F1d2Dx8onY2GpGDrp0b8zzAz9l4fzf+Py7V8o8xvbNxzl94ioDh7dj6pv9teGeXk58teB3dm45SY9nQrThb3/8nN4xBo/swMyJS9m15SQvTeqBu6dT+VSwkinMySZ+3a+YOTrhP30WptbWANg3D+HyB28TF7aaWq/NKPMYaUcOkXMpEufOXfEaMkIbbuHiQvz6MNKOHcGpdVsAcqNvkvLXXiy9vAmY+R8Uppq3b5fOXbn80QfErvkF26BGmFrpjyhVBenpWXz88VI8PKqzatV8bG2rAdCzZ3t6957I3Lnf8dNPc8s8xoYNezh2LIJRo/owZ854bbi3txvz5v3Apk376N+/qzZ8wYKfSEpKZeHCt+jeXdNOQ4aE8sorH/D112vo168Lvr73N9PkSSRtYlykPYyLvYUZ/2njT1xWHsN+O01WfiEAW68msW1ICHPa1mb07+FlHmPP9WSaLztEhqoAb1tL9j3Xqsz0C45F8d/9l1AVqhlY11062vdJIWu0xUOSeZ/laOHChQQGBnL58mWmT59O8+bNadGiBW+//TbZ2dk6aUvWIR8+fJjBgwcTHBzM999/Dxheo61Wq/n555/p168fjRo1olWrVowdO5bjx4/rpNu8eTPPPvssjRo1okWLFkyZMoWbN2/qpLl+/TpTp06lffv2BAUF0b59eyZPnkxi4v1NHUpISGDChAk0bdqU1q1bM2/ePAoLC3XSGFqjfeHCBUaOHEmjRo3o2LEjX331FWvXriUwMJDo6Gi98xw/fpxBgwYRHBzMU089xcaNG/XSZGZm8tFHH9G5c2eCgoJ46qmnWLx4sU55oqOjCQwMZMmSJaxcuZLu3bsTHBzMqVOn7qu+xuLA3nNkZynpM6CltpMN4O7pRKduwZz6+wqJ8WllHmPn5hMADB3VSSe8/5C2WFqZs/P3E/dVFg8vTec6KzP3AWrwZMk4c5oiZS7O7TpoO9kAFs4u2DdtTnbkBVQpKWUeI/XoIQCqP6U7hdK5YxcU5hakHT2sDcu+eB4AxxattJ1sAIWpGY4hrSjMziLzTOX6my5Pu3cfISsrh8GDu2s7EABeXm6Ehrbl6NFw4uKSyjzGb7/tAWDs2AE64SNG9MLKyoKNG/dow3JzlezYcRAfH3dtB6LE2LH9KSgoZPPmPx+1WpWatIlxkfYwLt38XLCzNOPXC3HaTjZAXFYeO64m0cbbEQ+bsgct0vIKyFAV3Pc5E3JUqArVD11mIcSDkRHtx+D111/H3d2dadOmcf78edasWUNcXBzfffedTrobN24wZcoUBg8ezKBBg/D0LH3a73//+1/CwsJo3749AwZoPuBOnjzJ33//TUiIZgRyyZIlLFiwgNDQUAYOHEhGRgY///wzw4cPZ9OmTTg7O5Ofn8+4ceNQKpWMGDECV1dXkpKS2L9/P4mJibi5uZVZN7VazYsvvkhwcDAzZ87k8OHD/PDDD/j6+jJixIhS8yUkJPD8888D8PLLL1OtWjXCwsIwNzc3mD46OpqpU6cyaNAgBgwYwLp165g1axYNGzakTp06ACiVSkaPHk1MTAzDhg3D29ub8PBwFi1aRGxsLHPn6t6Z/+2338jNzWXIkCHY2Njg6upaZl2NzT8RNwBo2NhPL65hYz+2bz7BhXM3cfNwNJhfrVZz4dxNqrvaazvKJSytzKld14sL5/RveIBmNL2wUE1mRg7HDl1k229/4+XjTM1a7o9Up8osN+oqANX8A/TiqvkHkHbkELnXr2HhbHgqn1qtJvd6FGYOjli4uOjEmVhYYOXjS+71qNvpCwq0cXdTFIflRF3FsVWbh6pPZXfmTCQATZvW04tr2rQ+Gzbs4ezZS3h6Gn7dq9Vqzp69hJubM97euu+DVlaW1K/vz9mzt9c9RkZeR6lU0aSJofPVQ6FQEB4e+ShVqvSkTYyLtIdxaexmB8Cp+Ay9uJMJGQwM9KCRmy3x1/L+7aIJIcqJdLQfA3d3d7777jsUCs1UE1dXV7766isOHTpE27a37+reuHGDr776iqeeeqrM4x09epSwsDBGjBjBO++8ow0fM2YMarXmzmRsbCxffPEFkyZNYtKkSdo0vXv3pnfv3ixfvpxp06Zx5coVbt68yRdffEGPHj206SZMmHBfdcvPzyc0NFR7juHDhzNgwADWrl1bZkf7u+++Iy0tjbVr12p3Lh84cCChoYY3Q4mKimLlypW0aNECgJ49e9KpUyfWr1/Pm2++CcDy5cu5evUq69evJyBA09kZOnQoPj4+fP7554wbNw5/f3/tMWNjY9mxY8c9byYYq6SEdABc3R304tyKwxKL0xiSkZ6DUplPrVI2TXN1d+Bc+HWys5Q6I+YALw79nPi4VAAUCgXNW9Xm9f8MxMy86q7Dz0/VXA8zR/2p8+bFYQVpqaXmL8zORq1SYV7KpmnmTk7kXrtCYW4uptbWWHp6AZB18QIuXbrppM2OvKAp0z1G0J9kCQm3APDwqK4XVxIWH3+r1PxpaZnk5uZRp47hDaHc3V04deoCWVk52NpW0x7L0PksLMxxcrLXlqmqkjYxLtIexsXDVjNaHZ+t35GOz9KE3WtEWwhh3GTq+GMwcuRIbScb0E4D37t3r046Dw+Pe3ayAXbs2AHA5MmT9eJKzrNz504KCgro1asXKSkp2h9bW1vq1q3L0aNHAbCxsQHgwIED5OTce0dLQ4YMGaLze/PmzQ1O/b7T/v37adSokc7jwRwdHXnmmWcMpvfz89N2sgGcnZ2pVauWzjT4bdu20bx5c5ycnHTqXHIz49ixYzrHfOqppyptJxsgT5kPgIWF/v0xC0vz4jSqe+Y3N5BfcwxNuNLAMeZ8OJxPv36Jt94fSvsuDSnILyQ7S/lgFXjCFOVrrpOJgVkZiuKwIlXp7VESpzAz3B4mZrrHsGsYjKWXN5nhp4lfH4YyLhZlXCzxG9aS9U/EPc/3pMvN1XwxtbDQb4+SMKWy9JGhkjhD+QEsLS10znP7fIbbz9LSXJumqpI2MS7SHsbFykzzFdzQVO684jArs6p7M9u4KJ6AH1ERZET7MahZU/dur7OzMw4ODsTExOiE+/r63tfxbty4QfXq1XEuZQoqaEaAQTPya0jJuXx9fRk7dizLli1j06ZNNGvWjC5dutC3b1+cnO69qZW5ubleZ9XBwYH09NJHUgFiYmIICgrSC69Ro4bB9F5eXnphd58nKiqKCxcu0KaN4amyycnJ93WuysLSSvPlRmVgPZYqL784Tembu5Xkzy9lPZcqTxNuZeAYwU1raf/fo28In3+8kSkvfMWytdPx8nHRS18VmJhrrlNRfr5enLo4zNA0b23+4riSKeF3KyrQPYbC1BS/iVOJXrGcW3/s4NYfmhtwFq6ueA0bSczK5VV2IzQAa2vNyI9Kpd8eJWFWVqWPDpXEGcoPkJen0jnP7fMZbr+8vHycnKr2RkPSJsZF2sO4KAuKALAw1e8EWRaHKQsK9eKEEJWHdLQrUHnuzF1UpHnD/u677zAzMEJ257lmzZrFs88+y549ezhw4ADz5s3j66+/ZuXKldSuXbvM89w5Uv843fl4kNIUFRXRunVrxo8fbzD+7hsZVpW8E1IyZTwpIR0/f9210SVTxt0MTCsvYe9QDSsrc+0U9LslJaRjY2ulN23ckB7PNGfD6oPs2HyCsa92v98qPFHMne6YHu6pe2MoP630aeUlTG1sUFhYaKeg3y0/NRUTK2udjdbMnZypNWUa+WmpqG4lYWJljZW3D1nnzgJg6VH2492eZO7ut6e+BgTovvbLmsJawtHRDmtry1KnziYkJGNrW027iVRZU21VqnxSUzNo3DjwwSvyBJE2MS7SHsblzunhV9J0NxYta1q5EKLykKnjj8H169d1fk9JSSE9PR1vb8NrMe+lRo0a3Lp1i5Qy1l+WjNZ6eXnRtm1bvZ/mzZvrpK9Tpw7jx49nxYoVrF+/nszMTJYvX/5Q5bsf3t7e3LhxQy/cUNj9qlGjBtnZ2Qbr27Zt2/ueMVBZ1G+oaeNz4df14krC6jUsvc4KhYLAhr7cSsogPla3c5enzOdyZCz1Gpb93Gdt+uIR9MyMqrvruLWfZpQ/59pVvbicq1c0aWrW0osroVAosK7hR0F6Gqq7Zl8UqVQoo29iXdPPYF5zRydsatfF2scXhUJBZnFH2zYo2GD6qqBRo7oAnDp1QS/u9GlNWHBwnVLzKxQKgoJqk5iYQkyM7hMYlMo8zp+/qpO/bt2aWFpaaI999/nUarW2TFWVtIlxkfYwLuFJmYDmWdh3KwkLT8z6V8skhChf0tF+DFauXKndpAxgxYoVAHTu3PmhjleyYdjdj8sCtOcJDQ3F1NSUxYsX65y7REknPSsri4K7pqoGBARgaWlJRob+zpflpX379oSHh3P27FltWFpaGps3b37oY/bs2ZOzZ8/y55/6jwfJyspC9YStV+3QtSHVbCz5ff1RnfXRCXGp/LkrnCYhAdodx5W5Kq5fSyQ5SbdNu/duBsCaFbrXbGPYIfKU+XTvffuGTG6uipwc/bvparWadb8cAKBhY8Ob4lQF9o2bYmJlRcqBvyjMvX3DQZWSTMapE9jUCdTuOF6kyiMvPo789DSdYzi2ag3Ard07dMJT9u9Dna/SxpclJ+oaqQf3Y1O3HjYBpX9JftJ169YaGxtrwsJ2kpV1e/+J2NhEtm8/SMuWwdrdlHNzlVy5cpPERN2bl/36dQFg2bINOuGrVm1DqVRp4wGsra3o3r0t0dEJ7Nx5SCf9Dz9sxMzMlD59OpZrHSsbaRPjIu1hXHZdSyZLVcCQ+p7Y3rGxqKetJT38XTkSk6Yd0bYyM8Hf0RrXaqUvRxKPj0JhUul/RMWQqeOPQUJCAi+99BJdunThwoUL/Prrr7Rv35527do91PFatWrFwIED+eWXX7hx4wYdO2o+mE6fPk1gYCCvvPIKvr6+TJ8+nfnz5xMbG8tTTz2Fvb090dHR7N69m169ejF58mSOHDnCe++9R2hoKLVqaUbbtm7dSnZ2Nr169Sq3a3C3F198kU2bNvHiiy8yatQo7eO9PD09SUtLe6gp6S+++CJ79+5lwoQJ9O/fn4YNG5KXl0dkZCTbt29n8+bN+Pjc3whtZWBnX41XX+/N//1vPRPHLKbvoNbkqwpYv+ogKBRMfqOvNu35iJu89tI39HimOW99MEwb3rNfC3b8foL1qw6SnamkcXN/LkfG8tuvh2kSEsDTxR1xgOjrSUx98Rs6PhVMDT9XHBxtuJWUzr5d4Vy9FE/LdoF06d7oX70GxsS0mg0eAwYTu2oFV//vY5zbd0JdkE/yPs1zZD0G377uOVHXiPr8Uxxbt8Vn9AvacKc27Uk7epiUfXsoys2lWu26KGNukvLXPmzqBOLYUnf/gbiw1RRkZWJdoyYmVtYob0SReuQQ5s4u+IwZ9+9U3Eg5ONgyc+ZY3nnnK4YPn8nQoT1QqfJZufJ3QMHs2S9p04aHX2L06P8wYEBXPv74dW34wIHd2LhxLytW/E5mZg4hIQ25ePEav/yylZYtg+nbt7POOadNG8Xhw6eZOXMB585dxsfHnd27j7J3799MmDCUGjWq7lR+kDYxNtIexiVDVcC8I9f4oGMdVvdrwurzcViYKhgV5I1arWbuoSvatI1c7fi5b2PWX4znzX23H4lma2HK6Iaa2ZJ2lprOev3qtkxoqpkBdyEliz3Xb98sCXS24amamn1VGlTXbI7braYLPsVLxnZfT+ZiSvZjrLUQVYt0tB+DBQsW8M0337BgwQIUCgWDBw9m1qxZj3TMuXPnEhgYSFhYGJ988gk2NjY0bNhQZ2fucePGUbNmTZYvX87XX3+NWq3G3d2d1q1bax/lFRgYSMeOHfnrr78ICwvD0tKS2rVrs3jxYrp161ba6R+Zp6cnP/30E//73//49ttvcXZ2ZsSIEVhbWzN37tyHWq9uZWXFihUr+Pbbb9m+fTu//fYbNjY2+Pn5MWHChEr3nOz70XdQG+wdbFj94z6++XwL5mamBDerxUuTehBQV38DubuZmpowb9E4fvx2F3t3nmH39tO4uNoxZFRHnh//NKamt+96uro70r1Pc86eusaBvRHkZOdhY2uFf20Pps95lt4DWt7XWvonmXOHTpja2HDrjx3Eb1iLwswUm4A6uPcdgJXPvZcuKExMqDlhKklbN5N+8m/Sjx/DzMGB6k91x63XMyjuur7WNWqSvG83mRFnUeerMHepTvWuT1O9e0+dtdxV1bBhPXF0tGfp0vV88skyzM3NCQlpwGuvjaJevdKn8ZcwNTVlyZJ3WLx4Ndu27WfLlr9wdXVi7NgBTJw4DFNT3R2AvbzcWL36Ez77bAWrV28nJ0eJn583778/kaFDe5RylqpF2sS4SHsYl9Xn40hT5vNiYx9mtqpFfpGa4/HpLDgWdV8dXgcLM15v6acTFuxqR7Cr5hnd6y/G63S0G1a31UvfM8CVngGa70vx2XnS0RaiHCnUhuYZi4eycOFCFi1axIEDB57ITt7jMHfuXNasWcOpU6f0PqCNUUREBNUD9Nfkiopx64o/7ySU/qxq8e97z92JoCCZ3mgsIiJU0h5GRNrDuEREqBhwsPT9b8S/79J441tOkJG/q6KL8MjszZ+u6CJUSTKiLf41SqVSZ+fv1NRUNm3aRPPmzStFJ1sIIYQQQlQ18hxq8XCkoy3+NUOHDqVly5YEBARw69Yt1q1bR1ZWFhMmTKjoogkhhBBCCCFEuZGOtvjXdOrUiR07dvDrr7+iUCho0KABc+fO1VlnLoQQQgghhBCVnXS0y9HkyZOZPHlyRRfDaE2bNo1p06ZVdDGEEEIIIYS4LwqZOi4eUtXeMlgIIYQQQgghhChn0tEWQgghhBBCCCHKkXS0hRBCCCGEEEKIciRrtIUQQgghhBDCAFmjLR6WjGgLIYQQQgghhBDlSDraQgghhBBCCCFEOZKOthBCCCGEEEIIUY5kjbYQQgghhBBCGCTjkuLhyF+OEEIIIYQQQghRjhRqtVpd0YUQorKIiIio6CIIIYQQQjyRgoKCKroIerLy91V0ER6ZrXnnii5ClSRTx4V4QEFBFhVdBFEsIkIl7WFkpE2MS0SEil3EVXQxRLGn8ZTXhxGJiFDx4sW0ii6GuMMR4+tnC/HQpKMthBBCCCGEEAYoFPIcbfFwZI22EEIIIYQQQghRjqSjLYQQQgghhBBClCPpaAshhBBCCCGEEOVI1mgLIYQQQgghhEGyRls8HBnRFkIIIYQQQgghypF0tIUQQgghhBBCiHIkU8eFEEIIIYQQwgCFTB0XD0lGtIUQQgghhBBCiHIkHW0hhBBCCCGEEKIcSUe7nC1cuJDAwMCKLsZjN2rUKEaNGlXRxShVYGAgb7/9dkUXQwghhBBCCFEFyRptISqZnTsP8f3364mMjMLc3IzmzRsybdpo6tateV/5c3OVLF68mq1b95OYmIKbmzO9e3dkwoShWFtb6aWPiUlkwYIfOXjwNDk5SmrV8mbkyN4MHhxa3lWrlKQ9jIu0h/G5euQ0pzf+QcqNWEzMTPGsH0Cr5/riXMPrvvLn56k48es2Lh88QU5qBtWc7KnTvjnNBvfE3NJCmy4jMZlfXn2nzGO1GN6H5oN6PFJ9Kjt5jRiXzl4ujKzrTYCDDflFas7cSufrc9e5mpFzz7w1bK3pW8udQEdb6jrY4GBpzqZr8Xx48nKpeTyqWfJqw5q0dHfC2syEG5m5rL0Sx6aohPKs1hNGxiXFw5GOthCVSFjYTubMWUjdujWZMWMMeXkqVq78nWHD3mDVqvkEBvqVmb+wsJCXX36PY8ci6NevCy1aNOTChSiWLl1PeHgky5Z9gInJ7Q+U+PhbDB06g8zMbJ5/vh8+Pu7s3n2EOXMWkZCQwqRJwx9zjY2btIdxkfYwPuf/OMSfX/+Ccw1PWo/sR0F+PhFb/2TDfxbQf+7ruNT0LjN/UWERW+d+Rdy5y9Tt1BLPBrVJjorm9G+7Sbx8nT5vT0JR3CbW9rZ0nTLa4HGO/bKZrFup+LUILvc6VibyGjEuz/i5M7t5HS6nZ7M4IgoLExMGB3jyXedGvLwvnCv36GwHu9gxsq4PMdlK/knNoo2HU5npXa0t+L5zY2zNTVl9OZa4bCUdvFz4T/M6uFpbsPT8zfKsnhBVnnS0hagk0tOz+PjjpXh4VGfVqvnY2lYDoGfP9vTuPZG5c7/jp5/mlnmMDRv2cOxYBKNG9WHOnPHacG9vN+bN+4FNm/bRv39XbfiCBT+RlJTKwoVv0b17WwCGDAnllVc+4Ouv19CvXxd8fT0eQ22Nn7SHcZH2MD55WTkc/nE9Ni6O9J87DYtq1gAEtG3Gmtf+x8Ef1tH3vSllHiNy31Hizl0mqFcn2o8brA23c3Ph8I8biPzrbwI7twLA3MqSup1a6h0jPS6JrOQ03Ov63bNj/yST14hxsTM3ZWqjWiTk5PHyvnByCgoB2B19i1Xdm/F6Y38m7Y8o8xj741J4etNhMvML8axmyYaeLcpM/2pDP6pbWzDr8Hn2xSYD8FtUAp+0qc/Yer5su5FIbHZe+VRQCCFzIR7F8ePHefbZZwkODqZbt26sXr261LSbN2/m2WefpVGjRrRo0YIpU6Zw86buncNRo0bRo0cPLl68yMiRI2ncuDFPPfUUW7du1Z5vyJAhNGrUiNDQUPbv36+TPyYmhvfee4+ePXvSuHFjQkJCGD9+PBcvXtRJd/ToUQIDA/n999/55ptv6NixI8HBwTz//PNcv35dr+xr1qyhW7duNGrUiEGDBnH8+PH7vkZdu3Zl3LhxHD58mIEDBxIcHExoaCgbN27USbd+/XoCAwOJjo42WNajR49qw65fv87UqVNp3749QUFBtG/fnsmTJ5OYmKh3/j/++IM+ffoQFBRE7969+euvv+677MZm9+4jZGXlMHhwd+0XJAAvLzdCQ9ty9Gg4cXFJZR7jt9/2ADB27ACd8BEjemFlZcHGjXu0Ybm5SnbsOIiPj7v2C1KJsWP7U1BQyObNfz5qtSotaQ/jIu1hfK4dC0eVo6R+t7baTjaAnasz/q2bEhsRSdat1DKPcfFPzXt/42ee0glvGNoBMwtzIvcdu2c5zv9xCNRq6ndr9xC1eHLIa8S4dPRywdbcjE1R8dpONkBCbh57o28R4uaIm7VFGUeADFUBmfmFZaYpYWlqQldvF2KyldpOdolVl2IxMzEh1NftwSsihCiVdLQf0sWLFxk3bhwpKSlMnjyZZ599lkWLFrFr1y69tEuWLOGNN97Ax8eHN998kxdeeIGTJ08yfPhwUlJSdNJmZWUxfvx4goODeeONN7C2tmbGjBls2bKFqVOn0qFDB6ZPn45SqWTq1KlkZmZq8549e5bjx48TGhrK7NmzGTNmDOfOnWPUqFEGO6Hff/89O3fu5IUXXmD8+PGcOXOGGTNm6KQJCwvj7bffpnr16syYMYOQkBAmTJhAXFzcfV+r6OhopkyZQuvWrZkxYwZ2dna8+eab2hsIDyI/P59x48Zx4sQJRowYwTvvvMOIESO4deuWXh1Pnz7Ne++9R69evXjjjTfIy8tjypQppKaW/cXOWJ05EwlA06b19OKaNq0PwNmzl0rNr1arOXv2Em5uznh7636YWllZUr++v07+yMjrKJUqmjQxdL56KBQKwsMjH6ouTwJpD+Mi7WF8Ei9FAeAeWEsvzqM4LPGy/s3dEmq1mqTLN6jm7ICdm7NOnJmlBS61fEi6Unp+gKLCQiL3HcWimhUB7Zo9YA2eLPIaMS4Nne0AOJucqRcXnpIBQAMnu3I7X237aliZmRKRnKEXdzYlgyK1mgZOtuV2vieJ4gn4JyqGTB1/SF9++SVFRUX8/PPPeHlpNnTp0aMHffr00UkXGxvLF198waRJk5g0aZI2vHfv3vTu3Zvly5czbdo0bXhSUhLz5s2jf//+ALRt25aePXsyffp0fv75Z5o3bw5AQEAA48aNY/v27QwerJlO17lzZ3r00N3kpV+/fvTq1Yu1a9cyYcIEnbi8vDx+++03LCw0d0zt7e2ZO3cukZGR1K1bl/z8fD777DPq16/PTz/9pE1Xu3ZtZs+ejaen531dq6ioKP7v//5Pe22GDh1K//79mT9/Pj169NBZz3UvV65c4ebNm3zxxRc6db27bgBXr15ly5Yt1Kyp2eClVatW9OvXjy1btjBy5Mj7PqexSEi4BYCHR3W9uJKw+PhbpeZPS8skNzePOnUMb3jj7u7CqVMXyMrKwda2mvZYhs5nYWGOk5O9tkxVkbSHcZH2MD7ZyWkA2Lrorxu1KQ4rSWNIXlY2BXkqnGsY/qyxcXYk4eI1VDm5OiPmd7p+PIKctAwadG+PuZXlg1XgCSOvEePiZq35e0zM1Z+qnZirKk5T9oj2w51PpReXX6QmLS9fm0YIUT5kRPshFBYWcuDAAbp27artZAPUqlWL9u3b66TduXMnBQUF9OrVi5SUFO2Pra0tdevW1ZkSDWBlZUXfvn21v/v7+2Nvb4+fn5+2kw3QuHFjAJ3p51ZWt3f7zM3NJTU1FRsbG2rVqsW5c+f06tG/f39t5xkgJCRE55gREREkJyczePBgnXT9+/fH3t7+Pq6UhouLC7169dIp5+DBg4mLi9Ob1n4vNjY2ABw4cICcnLI3CWnVqpW2kw1Qr149bG1t9absVxa5xR/GFhbmenElYUpl6WurSuIM5QewLN69t+Q8t89n+H6cpaW5Nk1VJO1hXKQ9jE+BSvOF3tRM/xqZFV+3gjz9L/3a/Hn5pebXHMNcJ50h/+w6CED9p6v2tHGQ14ixsTTVfAVXFRXpxakKi4rTmJbf+cxKP19JeEkaIUT5kBHth5CSkoJSqcTPz08v7u6wqKgoAHr27GnwWL6+vjq/u7u7643w2tnZ6Y0e29lpphOlp6drw/Ly8vjiiy/YtGkTSUm666wcHR31zn33MUs6zxkZmmlFsbGxButkZmaGj4+PwfoYUqNGDb06lRwzJiaG+vXr3/exfH19GTt2LMuWLWPTpk00a9aMLl260LdvX5ycdEdNDI24Ozg4aOtX2VgX32lWqfS/VJaEWZUxYlMSZyg/QF7xF96S89w+X0Ep6fNxcrr/Gy5PGmkP4yLtYXzMim/QFhboX6OC4utmZln6iJ2ZpXmp+TXHyNdJd7esW6lEnzlPdX9fXP19DaapSuQ1YlzyijvTFgZm9VkUd8LzCu9v/fV9na+g9POVhKfnGW4rIcTDkY72Y1ZUfOfwu+++w8zAXXlLS90PtdKmUZcWrlartf//4IMPWLduHSNHjqRp06bY29tjYmLChx9+qJOuhGkpd0oNpX3cFArD60eKDNx5nTVrFs8++yx79uzhwIEDzJs3j6+//pqVK1dSu3Ztbbr7uWaVibv77al9AQG6XxrLmqJXwtHRDmtry1KnBiYkJGNrW027SU5ZUwlVqnxSUzNo3DjwwSvyhJD2MC7SHsbHxsURgKzkVJx8dHeWzk5O1UljiKWtDWaWFmSVMr08OyUNi2pWpU4bv7DnMOoiNQ1kNBuQ14ixKZky7mZtSVRmrk5cyZRxQ9O8H/18+je3zE0UOFqacy5Ff724KP07qhD3InNEHoKzszNWVlba0eo73R1Wo0YNALy8vGjbtq3ez53TwR/V9u3b6d+/P7Nnz6ZXr160b9+etm3b6ox6P4iSafF316mgoEBvd/Cy3LhxQ6/DXHJMb2/No1ZKRtPv3NwNNCPehtSpU4fx48ezYsUK1q9fT2ZmJsuXL7/vMlVGjRrVBeDUqQt6cadPa8KCg+uUml+hUBAUVJvExBRiYnQ3jlMq8zh//qpO/rp1a2JpaaE99t3nU6vV2jJVRdIexkXaw/i4Fa/lTbgYpReXEHlNk6a24fW+oGkT14Aa5KSkk5mou3FoQZ6K5GvRuAYYzq8uKuLC7sOYWVlQu0PIQ9bgySKvEeNS0qkNctbf8CzYWfOd6J/U8uv4Xs7IQVlYSJCL/iyCIGc7TBQK/knNKrfzCSGko/1QTE1Nad++PXv37tVOrwa4du0aBw4c0EkbGhqKqakpixcvNjiSeveu449arrvP8fvvvxvccfx+BAUF4ezsTFhYGCrV7buqGzdufKDp18nJyTo7jCuVSsLCwvDw8CAwUHM3u+SGxN9//61NV1hYyK+//qpzrKysLArumkYYEBCApaVlpZ0Sfr+6dWuNjY01YWE7ycq6vT49NjaR7dsP0rJlMJ6eroDmsSpXrtwk8a4vp/36dQFg2bINOuGrVm1DqVRp4wGsra3o3r0t0dEJ7Nx5SCf9Dz9sxMzMlD59OpZrHSsTaQ/jIu1hfGq1bIy5tRXn/ziIKuf2iF1mUgpXDp/Cq2EdbKtrlvzk56lIjY4nO1X3xnDJc7HPbN6tE35ux34KVPnU7WT4ucE3z1wg61Yqtds2x8LaymCaqkZeI8blr9hksvML6FfLg2pmt2cYultb0tWnOicS07Qj2pamJtS0s8bFyvAyifuRV1jEvphkvG2s6OzlohM3oo43BUVF7LxZ9uPdhBAPRqaOP6TJkyezf/9+nnvuOYYPH05RURErV64kICBAZ4MvX19fpk+fzvz584mNjeWpp57C3t6e6Ohodu/eTa9evZg8eXK5lKlr165s3LgRW1tb6tSpw/nz59m2bZveOvD7ZW5uzmuvvcbbb7/N6NGj6d27NzExMaxfv/6Bjunn58d7773HP//8g4eHB5s2beLatWt8+umn2undderUoUmTJixYsID09HQcHBzYunWrXqf6yJEjvPfee4SGhlKrlubxMFu3biU7O1tnw7UnkYODLTNnjuWdd75i+PCZDB3aA5Uqn5UrfwcUzJ79kjZtePglRo/+DwMGdOXjj1/Xhg8c2I2NG/eyYsXvZGbmEBLSkIsXr/HLL1tp2TKYvn0765xz2rRRHD58mpkzF3Du3GV8fNzZvfsoe/f+zYQJQ6lRym7AVYG0h3GR9jA+lrbVaDO6P399u5qNsxfQ4On2FBYUcHbrnyhQ0PaFZ7VpEy9FsfmdL6nbuRVdJ4/Shgd2aU3kvqNEbP0TVU4unvVrk3w9hnPb9+PVsA51OrY0eO7zsgmaHnmNGJfM/EIWno1iVrPaLOnciI3X4rEwMWFwgCdqtZrPwq9p0zZ0suOrTsFsiUrggxO3H6FmY2bKkNqa2Ye25prOeh1HG8bW03xHu5SezYG42zdLvo64Tgs3R95pUZd6l2OJzVbS0cuF9p7OLD1/g5hs5b9RdSGqDOloP6R69eqxdOlSPvroI7788ks8PDyYNGkSSUlJejtpjxs3jpo1a7J8+XK+/vpr1Go17u7utG7dWu9xXI9i9uzZmJmZsXXrVnJycggKCuK7777jk08+eehjDh06lMLCQpYuXcr8+fOpW7cuX331FV988cV9H8PHx4d3332XTz75hEuXLuHp6clHH33EM888o5Pu008/5e2332bJkiXY29szaNAgWrVqxdixY7VpAgMD6dixI3/99RdhYWFYWlpSu3ZtFi9eTLdu3R66npXFsGE9cXS0Z+nS9XzyyTLMzc0JCWnAa6+Nol49/WfV3s3U1JQlS95h8eLVbNu2ny1b/sLV1YmxYwcwceIwvXX7Xl5urF79CZ99toLVq7eTk6PEz8+b99+fyNCh5fe3W1lJexgXaQ/j06B7eyztbDjz2x8cWbEREzMzPOsH0HLEM7j4ed8zv4mpCb1mT+B42DauHDzB5QMnqOZoT+O+XWk+uCcmpvoT83LSMrh+IgLnGl641/V7DLWqvOQ1Ylw2XosnXZXPyLo+TAryI79IzZnkDL6JiOJyRtlPVgGwtzBjfEPd5RP1neyoX/z87S1RCTod7YTcPF7ce4ZXg/zoX8sDazNTbmbl8tHJS/x2LaF8K/dEkTXa4uEo1JV1ZyhRKXTt2pVatWqxdOnSii5KuYiIiCAoqPyeaykeTUSEStrDyEibGJeICBW7iKvoYohiT+Mprw8jEhGh4sWLaRVdDHGHI8+2v3eif5my8EhFF+GRWZm2rugiVEmyRlsIIYQQQgghhChHMnVcCCGEEEIIIQxQyLikeEjylyOEEEIIIYQQQpQjGdEWj9WePXsqughCCCGEEEII8a+SEW0hhBBCCCGEEKIcyYi2EEIIIYQQQhgkj/cSD0dGtIUQQgghhBBCiHIkHW0hhBBCCCGEEKIcSUdbCCGEEEIIIYQoR7JGWwghhBBCCCEMUChkjbZ4ODKiLYQQQgghhBBClCPpaAshhBBCCCGEEOVIOtpCCCGEEEIIIUQ5kjXaQgghhBBCCGGQrNEWD0ehVqvVFV0IISqLiIiIii6CEEIIIcQTKSgoqKKLoEdVdKKii/DILEyaV3QRqiQZ0RbiAQUFWVR0EUSxiAiVtIeRkTYxLhERKj5NSa7oYohiM5xd8AtMrOhiiGJRF93k/UoI8djIGm0hhBBCCCGEEKIcyYi2EEIIIYQQQhigkHFJ8ZDkL0cIIYQQQgghhChH0tEWQgghhBBCCCHKkUwdF0IIIYQQQgiD5PFe4uHIiLYQQgghhBBCCFGOpKMthBBCCCGEEEKUI+loCyGEEEIIIYQQ5UjWaAshhBBCCCGEAQpZoy0ekoxoCyGEEEIIIYQQ5Ug62uJfdfToUQIDAzl69Og9044aNYpRo0aV6/kDAwNZuHBhuR5TCCGEEEIIIe4kU8eFqGR27jzE99+vJzIyCnNzM5o3b8i0aaOpW7fmfeXPzVWyePFqtm7dT2JiCm5uzvTu3ZEJE4ZibW2llz4mJpEFC37k4MHT5OQoqVXLm5EjezN4cGh5V61SkvYwLtIexif55Elit+8gJyYGhZkZ9nVqU2PAAKp5e99X/sK8PKJ/30Ly33+jSk/HwsEBl5Yt8OndG1NLS730KWfOEPfHbnJjYylU5mLh6IRDg/p4hYZiVb16eVev0tmz6xQ/LtvJ5UuxmJub0rRZbSZO7UftOvfXHrm5Kr77Zgs7tx3nVlIG1V3tCe3Zghdf6YW1tYU2XV5ePls3H+Xg/nNEXozmVlI6jo621K7rxaixT9OiZeDjqmKlIu9ZQjy5pKMtRCUSFraTOXMWUrduTWbMGENenoqVK39n2LA3WLVqPoGBfmXmLyws5OWX3+PYsQj69etCixYNuXAhiqVL1xMeHsmyZR9gYnJ7okt8/C2GDp1BZmY2zz/fDx8fd3bvPsKcOYtISEhh0qThj7nGxk3aw7hIexifhP0HuPrTT1h7e1Hj2YGo8wuI27OHiI/n0fDNmdj4+JSZX11UxIUvF5IRGUn11q2xr1uHnJvRxO7YSda1KBq8/hqKO9ok7o/dRK1Zg02NGniFhmJqZUX2zZskHjhA8vETNH73HSwcHB53tY3WxnUH+eCdlQTU8WLK6wPIy8tnzS/7eGHkpyxdMYM6dcvubBcWFjH11UWcOH6J3s+0omnz2lyKjGHF8l2ci4jiq++maF8jsTHJ/O/dn2nU2J8+fVvh7uFMQnwK68IO8MoLnzNl2gCef6H7v1FtoyXvWZWDQiFrtMXDkY62EJVEenoWH3+8FA+P6qxaNR9b22oA9OzZnt69JzJ37nf89NPcMo+xYcMejh2LYNSoPsyZM14b7u3txrx5P7Bp0z769++qDV+w4CeSklJZuPAtundvC8CQIaG88soHfP31Gvr164Kvr8djqK3xk/YwLtIexqcgO5vrYb9i4eRE0JtvYmZtDYBLSHNOv/MuUavX0HDG9DKPkXToEBmRkXh07Uqt4cO04ZbVXbgetpZbR47i2raNNjx2xw4sHB0JmvUmJubm2nArV1euh4WRcvIkHl26lHNNK4eM9GwWfLIWd3cnflgxA1tbTXs83aM5g/u+z6cf/8q3P7xe5jF+/+0IJ45fYuiIzsz8z1BtuKeXC59/uo6tm4/Rp19rAJycbVn561vUb1BD5xgDBndgaP8P+HrhZgY82w57B5tyrmnlIO9ZQjz5ZI22eCAxMTG899579OzZk8aNGxMSEsL48eO5ePGiXtr4+HgmTJhAkyZNaNOmDR9++CEqlcrgcdesWUO3bt1o1KgRgwYN4vjx4wbTqVQqFi1aRPfu3QkKCqJDhw58+OGH5Obm6qX78MMPad26NU2bNuWVV14hPj7+0S9ABdq9+whZWTkMHtxd+4EM4OXlRmhoW44eDScuLqnMY/z22x4Axo4doBM+YkQvrKws2LhxjzYsN1fJjh0H8fFx134glxg7tj8FBYVs3vzno1ar0pL2MC7SHsYn5fQZCnOVuLVvr+1kA1i6uODSrBkZFy+Sl5JS5jGSDh8BwKv70zrh7p07Y2JhTtKRwzrhBbm5mNnY6HSyASycHAEwsbCgqtq3N5zsLCX9n22r7WQDeHo681T3phw/Fkl8XNntsWWTpj1GjemmEz54WEcsrczZsvmINszR0Vavkw3g6upAs5A65OcXcD0q4VGqVKnJe5YQTz7paIsHcvbsWY4fP05oaCizZ89mzJgxnDt3jlGjRpGYmKhNp1Qqef755zlw4ADPPfccr7zyCidPnuSTTz7RO2ZYWBhvv/021atXZ8aMGYSEhDBhwgTi4uJ00qnVaiZOnMj3339Pp06d+O9//0vPnj355ZdfmDhxImq1Wpt29uzZ/Pjjj7Rr144ZM2ZgYWHByy+//PguzL/gzJlIAJo2racX17RpfQDOnr1Uan61Ws3Zs5dwc3PG29tNJ87KypL69f118kdGXkepVNGkiaHz1UOhUBAeHvlQdXkSSHsYF2kP45N17RoAdrUD9OJKwrKiokrNr1aryYqKwtzREUsXF504UwsLqvn66uV3bNiQnJgYon4NIyc2lryUVFLOnOHGuvVU8/HBJSTk0SpViUWEa9qjURP99mjcxB+AfyKul5pfrVZz7tx1XN0c8PTSbQ8rKwsCA305V0b+OyUmpgHg7GJ/X+mfRPKeJcSTT6aOiwfSuXNnevTooRPWr18/evXqxdq1a5kwYQKgGaGOioris88+o1evXgAMHTqU/v376+TNz8/ns88+o379+vz0009YFI821K5dm9mzZ+Pp6alN+/vvv7N//35++uknWrZsqQ0PCgrijTfe4ODBg7Rv354LFy6wadMmhg8fzrvvvgvAc889x8yZMw2OvFcWCQm3APDw0N/MpyQsPv5WqfnT0jLJzc2jTh3DG6y4u7tw6tQFsrJysLWtpj2WofNZWJjj5GSvLVNVJO1hXKQ9jI8qNRUACycnvbiSsJI0hhRkZ1OkUlHN28tgvKWjE1lXrmpGsYtHzP1HjQS1mrjdu4nbtUub1rlZU2qPHWtw87SqIjEhDQB3d0e9ODd3TXskJJTeHunp2ShzVQTUNtwebh6OhJ+5SlZWrs6I+d3+2hfOubNRNA+pg7dP1d2cTt6zKhMZlxQPR/5yxAOxsrq9g2Vubi6pqanY2NhQq1Ytzp07p43766+/qF69uk6n3MrKisGDB+scLyIiguTkZAYPHqztZAP0798fe3vdO93btm3Dz8+P2rVrk5KSov1p2bIlCoVC+8iwP//UTH0aOXKkTv7yflTYvy03Nw/QfCDerSRMqcwrNX9JnKH8AJaWFjrnuX0+w/fjLC3NtWmqImkP4yLtYXwKi5cKmZjpXyMTM811LiplOdGdcQozw22iMNc/homZGZbVq2Nfty7+o0dT99VX8ez+NKnhZ4n8dglFBQUPV5kngFKpuU7mBv5mLSzNitPkl54/V5O/1L957eus9Da9eiWOt/+zHHv7arz9QeX+TH5U8p4lxJNPRrTFA8nLy+OLL75g06ZNJCXprh1ydHTU/j8mJgZfX1+d3S4B/Pz8dH6PjY01GG5mZobPXbvRRkVFce3aNdq0aYMhycnJ2nMrFApq1NBdG1arVq0y62bsrK01IzEqlf4XoZIwK6vSR2tK4gzlB8jLU+mc5/b5DH8xzcvLx8mp6k77k/YwLtIexse0+Oapoc5tUYHmOpe1ZrokTl1guE3U+brHUBcVcf7zL1Clp9P4vXe153dp1hQrVzeu/fwzifsP4NGl80PVp7KzstJcj3wDf7OqvILiNIY7bQBWxY/uKvVvXvs6M9ymUdfieWXc5xQVqVn87SR8fF3vv/BPIHnPEuLJJx1t8UA++OAD1q1bx8iRI2natCn29vaYmJjw4Ycf6qyRfhyKioq0U8oNcXNzMxj+pHB3vz2VLCDAVyeurClhJRwd7bC2tix1KlpCQjK2ttW0m7KUNXVNpconNTWDxo2r7nNQpT2Mi7SH8blzeni1O5YBlYTdmcYQMxsbTCwsyEtNMxj//+3dd1gUV9vH8e/SmxqxgD02UOw1aqKxxoZGsWDvYhcVJVYsWEFU7L0ragBL7LGbxNiiEmtQVMCCCoogKmXn/cN352EFEwuC4v15rucyzM4sZ2fY3fnNOXOfl08eY2hupg4bj7l+nZgbN7CtU0cN2To5Klfi5oYNRF+7+sUG7dz/P2Q8IuIJhYvqH48H/z9k3MbmzccjWzZLzMxN1HVf9+D+EyytzFIdNh5y4x59e84hPj6BhctcKV3m6/d7EZmIfGYJkfnJ0HHxTvbu3UuLFi0YM2YMTZo04bvvvqNGjRpER0frrZcvXz7CwsLQarV6y2+9Vrgmb968qS5PTEwkPDxcb1nBggV58uQJ1atXp0aNGin+X6xYMfV3K4pCaGio3vY3/78wz+eqbFk7AM6du5risfPnXy0rU6b4G7fXaDSULl2MBw+iuHPngd5jL1685MqVEL3t7ewKYWpqoj73679PURS1TV8iOR6fFjkenx6rwl8DEHMjJMVjumVWr41mSk6j0WD5dSESnjzh5f+PWNJJio8nLixMb/v4/w/kiqL/vQOversBlKSUj30pdOE26ELK4xF04dX3o0Pp1O/3hVfHw6FUIR4+iObeXf3j8eJFPNeuhVEqle2vB9+hT/fZJCYksWj5EAnZ/08+sz4fmkzwP5ExJGiLd2JoaJii53rnzp16FccBatWqxaNHj9i7d6+67MWLF/z8889665UuXRpra2t+/vlnvam/tm3bxtOnT/XWbdKkCY8ePWLjxo0p2hUfH09sbKz6uwHWr1+vt87rP39u6tevhqWlOT//vJ/Y2Dh1+d27D9i793eqVi1DnjyvhuI9f/6CGzfCePBAf6qWH398NX/sqlVb9Zb7+e3hxYt49XEAc3MzfvihBuHhEezf/4fe+itXbsPIyBBHx1pp+ho/J3I8Pi1yPD491uXLY2hmxoPjx0lMNgXjy8hIIs+eJau9HabW1gAkvXzJ83v3iH/yRO85clV7NSfz3f2/6i2POHIUbXwCOf//cQDz/y+aFnXuPIlxcXrrP/z91THKUuTzvoXoQ9SuWw5LSzO2+f9ObOz/jse9e1Ec2PcXlarYYZvn1fF4/jyemyH3efhQ/yJ6E8dXhUjXrT6gt9x/8zFevkigSbNv9JYHXwunT485aBWFxSuGpDrd15dKPrOEyPxk6Lh4J3Xr1mXbtm1YWVlRvHhxrly5wp49eyhQQH/YU9u2bdmwYQMjR47k0qVL2NjYsGPHDr2CZwDGxsYMGTIEDw8PunTpQtOmTblz5w6BgYEpnrN58+bs3buXSZMmcfr0aSpVqoSiKNy8eZM9e/bg6+vLN998Q8mSJXF0dMTPz4+YmBgqVqzIyZMnU/Saf26yZbPC3b0748cvpH17d5ydGxEfn8D69TsBDWPG9FbXDQoKpkuX0bRsWZfp04eqy52c6rNt22HWrdtJTEwclSuX4tq1m2zcuJuqVcvQvHltvd85bFhnTpw4j7v7LC5duk7+/DYcPHiSw4dP07+/MwUL6g8//JLI8fi0yPH49BhZWlKodStC1m/g4owZ2NSqhZKYyP1DhwH42tlZXTf21i0uz/QhV/XqFOvRXV2e+9tveXjiT+4fOkTS8+dkKV6cuPBw7h85QlZ7OzWIA1jmz0+OSpWIPHuWoEme5K5ZEyNLS2JuXOfRyVOY5sqFzfffp98O+MRkzWaJq5sTUydtpEfnmbRqU5P4+EQ2bzyMRgPDf/pfsdJLf9+iT4/ZOP5YjYlTuqrLm7eswa5fTrJ54xFiY59TsVJx/rkWjv/mY1SqYkcTx/8F7Xv3oujTcw7RT57RrWdDrgff4XrwHb02fVO9JDlyfpn3BctnlhCZnwRt8U7GjBmDkZERu3fvJi4ujtKlS7Ns2bIU82Obm5uzevVqPD092bBhA2ZmZjRr1oxatWrRq1cvvXWdnZ1JSkpixYoVeHl5YWdnx8KFC/H19dVbz8DAgPnz57NmzRq2bdvGwYMHMTMzo0CBAnTo0AF7+//dWzR16lSyZ8/OL7/8wqFDh/jmm29YunQp33/mJ1nt2jXmq6+ysmJFIN7eqzA2NqZyZQeGDOlMiRL/3VNjaGjI0qXjWbBgE3v2HGfXrmPkypWd7t1bMmBAOwwNDfXWz5s3N5s2eTN79jo2bdpLXNwLvv46H5MmDcDZudEbfsuXQ47Hp0WOx6fH5vvvMbKy4u6+fYQGBKAxNCJr8eIUaNkCy9cKXqZGY2BAycGDCN+5k0enz/Do1CmMs2Ujb4MG5G/miOa1gpvFevXEqkgRHp38kzu7d6EkaTH56itsa9cmfzNHjCwsPtZL/Sy0aluTbF9ZsnbVr/jOCsTY2IgKFYsxYHBzitv/9/EwNDRg7qIBLFu0m/17z7Jv9xly5spGp6716d23CYaG/zsed8IeEf3kGQCrV+xL9fmWrBz6xQZtkM+sz4cMvRbvR6N87ApWQmQiFy9epHTpN1fJFenr4sV4OR6fGDkmn5aLF+OZGRX53yuKdDHcOgdf2z/47xVFurh1Lbd8Xn1yPr37xLXK5Yxuwgcz0DhkdBO+SHKPthBCCCGEEEIIkYYkaAshhBBCCCGEEGlI7tEWQgghhBBCiFRoNHKPtng/0qMthBBCCCGEEEKkIQnaQgghhBBCCCFEGpKgLYQQQgghhBBCpCG5R1sIIYQQQgghUiX9kuL9yF+OEEIIIYQQQgiRhiRoCyGEEEIIIYRIIT4+npkzZ1KzZk3Kli1L69atOX78+Ftt+/TpUzw8PKhWrRrly5enc+fO/P3336mu+9dff9GhQwfKlStHjRo1mDhxIs+ePUuxnlarZdmyZdSrV48yZcrg6OjI9u3bP+g1fiwStIUQQgghhBBCpDBy5EhWrVqFo6MjY8aMwcjIiD59+nDq1Kl/3U6r1eLi4sIvv/xCx44dGTFiBI8fP6ZLly7cuHFDb90rV67QrVs34uLi+Omnn2jTpg0BAQEMHDgwxfPOnj2bmTNnUr16dcaNG0e+fPlwd3dnx44dafq604Lcoy2EEEIIIYQQqdDw5c6jHRQUxK5du3Bzc8PFxQWAFi1a4OjoiJeXF/7+/m/cdu/evZw7d47Zs2fTpEkTABo3bkzDhg2ZO3cuvr6+6rqzZs0iS5YsrFu3jixZsgCQP39+xo4dy9GjR/n+++8BiIiIYNWqVbRr146JEycC0KZNGzp16oSXlxdNmjTByOjTibfSoy2EEEIIIYQQQs/evXsxMDDA2dlZXWZqakrr1q35+++/CQ8Pf+O2+/btI3v27DRq1EhdZm1tTePGjTl8+DAvXrwAIDY2lj/++ANHR0c1ZAP8+OOPWFhYsGfPHnXZgQMHSEhIoH379uoyjUZD+/btefjwIWfPnk2T151WJGgLIYQQQgghhNBz5coVChYsSLZs2fSWly1bVn3837Z1cHDAwEA/bpYpU4aXL18SEhICwLVr10hMTKR06dJ665mYmFCyZEkuX76s95wmJibY29u/c3sywqfTty6EEEIIIYQQIk3Vq1fvXx8/ePBgqssfPnxIrly5UizXLXvw4MEbn/Phw4dUqFAhxfLcuXOr2zo4OPDw4UO953z99+gCue45c+bMiUajSbEevBpa/imRoC3EO3j9apvIWHI4Pj1yTD4tpUvD6oxuhBCfKPm8Em/HLqMbkGFevHiBiYlJiuWmpqbq4++6rW6Zblvdv2/6PS9fvnzr9iRf91MgQVsIIYQQQgghMqk39Vj/FzMzM+Lj41Ms1wVaMzOzd95Wt0y3re7fN/0eXYh+m/YkX/dTIPdoCyGEEEIIIYTQkytXLnVod3K6Zbph4O+yrW64uW5b3bDvN/2e5L8jV65cPHr0CK1Wm2p7bGxs/vX1pDcJ2kIIIYQQQggh9JQoUYLQ0FCio6P1ll+4cEF9/N+2vXz5copQHBQUhKmpKUWKFAHAzs4OIyMjLl68qLdefHw8V65coWTJkuqykiVLEh8fzz///PPO7ckIErSFEEIIIYQQQuhp1KgRWq2WzZs3q8vi4+MJDAykVKlSFChQAHjVS33jxg0SEhL0tn38+DF79+5Vl0VFRbF3715q166tDhnPkiUL1atXZ+fOncTGxqrrbt++nbi4OL3pwerVq4exsTF+fn7qMkVR2LRpE7ly5aJSpUppvxM+gNyjLYQQQgghhBBCT7ly5WjUqBG+vr48fvyYr7/+mm3bthEeHs7KlSvV9WbNmsXWrVs5ePAg+fPnB6Bhw4aUL1+eMWPGEBISQvbs2fHz8yMxMRFXV1e93zN06FDatWtHp06dcHZ2JiIigpUrV1KtWjVq166trmdra0uXLl1YsWIFWq2WsmXLcvDgQc6cOcOMGTMwNjZOl/3ytjSKoigZ3QghhBBCCCGEEJ+Wly9f4uvry44dO4iOjqZ48eK4urry/fffq+uMHDkyRdAGiI6Oxtvbm19//ZUXL15QpkwZ3N3d1Xmvkztz5gw+Pj5cunQJCwsLGjVqxPDhw7GystJbT6vVsnz5cjZt2sSDBw8oVKgQvXv3pkWLFh9tH7wvCdpCCCGEEEIIIUQaknu0hRBCCCGEEEKINCRBWwghhBBCCCGESEMStIUQQgghhBBCiDQkQVsIIYQQQgghhEhDErSFEEIIIYQQQog0JEFbCCGEEEIIIYRIQxK0hfjMyQx9nwY5DkIIIYQQQkeCthCfqYMHD3Lx4kU0Go2EvAymKAoajYZnz54RHh6e0c0RQgghhBAZTKPIGboQn51Hjx7RokULnj17xsaNGylZsqQa9kTGeP78Oc2aNcPBwYFhw4bx9ddfZ3SThBDiP8l3hxBCfBzSoy3EZyYoKIicOXMyYcIE8uTJQ69evbh8+bL0bGeApKQkABISEjAzM6N+/focOHCA5cuXc/PmzQxu3ZdNd2xExtBqtYAch0/Zm46N7tiJ9JfaMZHvdSE+XxK0hfiMBAYG0rZtW44cOUL9+vVxdXXFysqK3r17S9hOZ0lJSRgaGhIREaFe7Bg5ciR9+vTB39+f5cuXc+vWrYxu5hfnypUrABgaGkrIy0AGBgY8efKEXr16cfbs2YxujniN7vMrNDSUKVOm4O3tjZ+fH/Dq2Mn3SPpLTEzE0NAQgPPnz3PixAmSkpJktIEQnzGjjG6AEOLtBAQEMGbMGLp160bJkiUB+OGHH9BoNPj4+NC7d2+WLVuGg4ODDAX8yHQnqQ8fPqRt27ZYWFhgYmICgKurKwCLFi0CoFevXhQuXDjD2volOXv2LB07dqRdu3ZMmDBBDdu6k1fx8SXf3yEhIZw/f55x48Yxffp0ypYtm8GtEzqGhoaEhITQvn174FWvaUxMDEeOHMHX1xczM7MMbuGXRVEUjIxenZIPGDCAo0ePkpiYyNdff02/fv2oW7cuWbJkyeBWCiHelfRoC/EZ2L59O2PGjKFnz550794dGxsbADQaDQ0aNMDNzU16ttNJ8pDdsmVLbG1t8fLyolixYuo6rq6u9OvXj4CAABlGnk6ePHlC4cKFqVGjBrt27WLq1KmA9Gynp+SjPJYvX07FihXx9fUlKSmJESNGEBQUlNFN/OLp3guKorBkyRIcHBxYvHgxO3bs4KeffuL8+fP07NmTx48fZ3BLvxxarVa9MD5r1iyCgoIYMGAA06ZNw8bGhvHjx+Pn5yfHRIjPkARtIT5xu3bt4qeffqJKlSo4OzurIRv+V8RGwnb60AWJqKgoOnbsSNasWZk5cyYODg4p9reE7fSzdetWBg0ahJGREZMnT6ZSpUr8/PPP/xq25b2RtpJfgGrVqhWbN28mKiqK6tWrM3r0aBRFeauwHRsbm04t/jIZGhpy8+ZNjh49iomJCXXr1qVChQrY2trSpk0bxo8fz82bNxk4cCBPnjzJ6OZ+EQwMXp2KX79+ndDQUNq2bUuvXr1o2bIla9as4fvvv2fOnDls3rxZwrYQnxkJ2kJ8wgICAtQAfePGDU6ePMnz58+B/4VsCdvpI3mQaN26NaGhoWg0GuLi4jA0NCQxMTHFcH0J2x9fYGAgo0aNonTp0iQmJpI3b17Gjh3LN99888awnfzWiosXL8q99B8o+XvDycmJ/Pnz4+Pjw1dffYWxsTE1atRgzJgxqYbt5J9Pt2/fZvr06axevToDXsWX4eXLl3h7e9O3b1/2799Pvnz5gFfH0NLSknr16jF27Fhu3rzJgAEDJGynkyFDhuDq6sqNGzeoU6cOxsbGxMfHA+Dr60uDBg2YO3cumzdvlmMixGdEgrYQnyh/f3/GjBlDjx49WLduHfny5WPmzJns2LGDuLg4vZCdWtju168fQUFBcq92Gng9SOTOnZsuXbrw+PFjfvrpJ65evYqRkVGq1XqTh+1Vq1YREhKSAa8gcwoMDGT06NF0796dbt26YW1tjaIo5M+f/41hOyEhQX1PnDhxggkTJjB+/Hj1pFa8m+SjPJydnbG1tWXSpEmUKlUKAwMDtFrtv4Zt3bEICwtj9erV+Pv7qxcTRdpIPprD1NSUTp068cMPPxAdHc3p06eBV+8NRVEwNTVVw3ZYWBidO3cmOjo6o5qeab0+wua7774jPDyc4OBg9ZiYmJjohe0ffviBhQsXsmHDBqKiotK9zUKI96AIIT45R44cUezt7ZUpU6Yo9+/fVxRFUSIiIpRWrVopVatWVTZv3qw8e/ZMURRF0Wq1Kf7dv3+/8s033ygNGzZUXr58mTEvIpOJiIhQqlatqjg7OytXr15VFEVRVq5cqVSrVk1p3ry5cu3aNUVRFCUpKSnV7efOnavY29srQ4cOVaKjo9Ot3ZnV7t27FXt7e2X8+PFKRESEulyr1arHICwsTOnTp49Svnx5ZcqUKXrr/PHHH4qTk5NSvnx55cqVK+ne/swgMTFRURRFefDggdKgQQPF3t5e8fb2VuLj4xVFUZSEhAS99ePj45UjR44oDRo0UBo0aKBcuHBBURRFCQ0NVcaNG6fY29srS5cuTd8X8YW4efOmMnLkSPXnkydPKj179lRKlCihbNu2TV2u+x558eKFsnXrVuWHH35QwsPD0729X4pDhw4pcXFxiqIoyq+//qqUKVNGadGihXL69Gl1neTf4QMGDFDs7e3V944Q4tMmQVuIT9Du3buVdevWqSFb5/79+28dtg8ePKjcvn07fRueiW3cuFFp3ry5cuHCBb0AsXz5cqV69epvFbanT5+urFq1Kj2am6kFBgYq9vb2ir29vTJixAglJiYmxTqphe1p06YpiqIoZ86cUVq2bKlUrFhRQvZ7Sh6yv/32W6VFixZKnTp1lMqVKysbNmxQw8Hr74XkYbthw4bKr7/+qowfP16xt7dXlixZoq73pveQeD8///yzYm9vr6xfv15ddubMGaVbt25KiRIllO3bt6vLk4ft1N5bIm34+voqJUuWVK5fv64u2717t1KqVCmlS5cuytmzZ9XlycP2kSNH0rWdQoj3p1EUuYFTiE9RfHy8OmVUchEREQwYMICwsDDc3NxwdHTEwsIixTBykfYePXpEzpw5gVdznuqmY1mxYgUrVqwgV65ceHt7Y2dnh1arVYvcpEaO0/vRDRdv27YtWbJkYdWqVTg5OeHm5kb27Nn11tUdg/DwcCZPnszJkyepWbMmd+/e5ebNm2zYsIESJUpk0Cv5/EVERNC6dWvy5s3LzJkzsbS0xNnZmcePHzN06FCcnZ3VWyqSvxcSEhL4448/8Pb25vr16wAMGzYMFxcXgP9874j/9vrnS3h4OB4eHsTGxjJx4kR1isi//vqLuXPncvLkSWbMmEHz5s1T3V6kPV29j3LlyjF37lx1+e7du3F3d6dSpUq4urpSsWJFIOU5gbxPhPgMZGDIF0Ikc+nSJbWH+r96c/6rZ1t8GN3+1/Xavb5fdT8nP07v0rMt3s/WrVsVe3t7Zdq0aUpUVJTy+PFjZd68eUrJkiWV0aNHK48fP06xTfKe7f79+yv29vbSk50GXr58qfTt21dxdHRUgoKC1OHijx49UurXr69UqlRJWb9+vTr6I7We7QMHDiiNGjWSnuw0pvvcev39cPjwYcXBwUHx9fXVW3727Fmla9euSunSpZWff/45vZr5RUk+Ckp3fF6+fKmsXr1aqVChgt5IA0VRlF27dimlSpVSunfvrjeMXAjxeZGgLcQn4PTp00qJEiWUcePGqfdrvUvY3rJlixIbG5seTf1iPH78WGnVqpVy5swZRVHefBFDwvbHp9VqlWfPnil9+vRRZsyYoXdLxYMHD946bN++fVsZOnSo3lBN8faSvwdevnypnDt3Tvnnn3/0limKokRGRr5V2H758qUSGhqq/izvlbRz69Ytxd7eXhkyZIhy8OBB9djMmDFDKVWqlHLu3Dm99f/66y/FyclJqVq1qgwX/4imTZumLFu2TN3Ht2/fVpydnRVnZ2flxo0biqL8732mq0Ph5OSkV4dCCPH5kKHjQnwC4uLi6Nu3L1evXqV58+a4ublhbm7+n0PDIiIicHV15fz580ybNo0WLVrIcL808scffzBs2DCMjIxYuHAhZcuWfeNwyuTHacWKFaxevVqdY1s3RFN8uJiYGACyZMmitzwyMhI/Pz8WLlxIy5YtGTFiBF999ZXeOrpjlHzIv3h7uv2XkJBAYmIiz549U2+jgP8NNdbtX10V8v8aRv769iJtHDt2DBcXF4yMjKhduzampqZMmDCB2NhYhg4dioGBAbNmzcLW1lbdJigoiJw5c5I3b94MbHnmtWPHDtzd3cmaNSsFCxZk0qRJODg48Ndff9GpUycGDBjAgAED1CnvNBoN27ZtIyYmhs6dO2dw64UQ70Nu7hAigyUlJWFhYcGSJUsoX748AQEBzJw5k7i4OHV6nOSSXxuzsbHB19eXqlWrUq5cOTlRTUM1atRgypQpZM2aFRcXF3WqtNSuTSY/Tj179qRjx47cunWL4ODg9G52pnP79m1OnjzJsWPHiImJUUN28uOQI0cO2rdvT//+/dm6dSve3t4p5prVhTsJ2e8uKSkJAwMDoqKi8PT0pHPnzrRr147Zs2enWNfIyIjExESsra3ZvHkz2bNnZ/bs2WzevJnExMRUP9MA+ez6QK/v01q1atGnTx8sLCzInz8/kZGRNGnShEuXLlGhQgUePXrEoUOHSExMVKeaKlu2rITsNPT6d4WDgwMlSpQgf/785M6dG2dnZ2bPnk2WLFkYPnw4Cxcu5MyZM3rvhRYtWqghW/rFhPj8SI+2EJ8A3Vy0z58/x9XVldOnT6sFniwsLNReoOS9PpcvXyYpKYkyZcqo24u0kXw/HzhwgFmzZhEVFcXSpUv/tWc7KioKa2trAP7++2/KlCmTru3ObPbs2YOvry9hYWEkJSVRuXJl3NzcqFChQqrrv96z7e7uTrZs2dK51ZlL8jnkO3XqBECRIkV49OgRf//9N8OHD6dXr14ptnu9ZzsmJob+/fvToUMHudjxkTx8+JDo6GiKFSsGwLlz51iwYAH29va0a9eOxYsXc+bMGcqVK8eOHTuoUKECCxcuTFFEUHy4N43c2Lt3L0OGDGHjxo3cuXOHVatWAVCqVCmuXr1K9uzZ8fT0xMbGJr2bLIT4CKRHW4hPgKGhIUlJSZibm+Pr60uVKlUIDAzEx8dH7dlOSEhQw90ff/zBhAkTmDdvnvq4SDvJe67r16/PsGHDsLa2/tee7dDQUKZOncrMmTMB1JCdWu+d+G8BAQG4ublRvnx5pk+fjqenJ2fOnOHQoUN6672pZ3vnzp2MHz+e6Ojo9G56ppE8ZLds2ZKvvvoKT09PFi1axJIlSyhZsiTnz59PddvXe7bNzMyYOnWqWmVcvL/XP3u0Wi2PHz/GycmJwYMH4+/vD0CFChUoXbo0Bw8eJD4+nilTptCrVy8MDQ356quv1CAu0p7uO3no0KFMnjyZyMhItFotjRo1onnz5kycOJE6deowbdo0atWqxe7du/n777+5cOECv//+u3xvCJFJyNm5EJ+IfwvbsbGxGBsboygKJ06cYNasWVy7dk3t8ZZhl2nvbcK2TlhYGKtWrWLnzp0YGxvrPY9cBHl3gYGBjBkzhk6dOjFkyBCaNWtGmzZtqFmzJjdu3CAhIUFdV6PR6J2U6sJ2p06d+PPPP3n58mVGvIRMQRey27Vrh62tLZMmTVKnGrK2tqZo0aJYWlqyd+9eduzYQXR0tHosFEXRC9uBgYFMnTpVplNLAxqNhoSEBJ49ewa8+ozJnj07gwYNolChQowdO5bhw4dz9epVhgwZQs6cOfHw8ACgTZs29OvXj1GjRpEvXz5at26dkS/ls/dvg0LDw8MxNjYmICCAPn36EBAQQGJiIr1798bU1JSNGzdib2/PoEGDWLt2LaVKlSI6OhoDAwP53hAik5Ch40JkkDcNP05tGHnr1q1xc3Pj6tWrTJo0iVu3brFx40Y5aU0HqQ0jj4yMZOnSpZQrV47bt2+zcuVKNm/erDcXsHg/hw8fpl+/fnTp0oW+fftibW2NoihotVoGDhzIixcvMDIyImvWrFSqVIkOHToAKd9PUVFRAOpQfvHuFEVh5MiRbN++nb59+9KrVy+srKwACA4OplOnThgaGhITE0NCQgIlS5akZ8+e/PDDD3rz/b5egE7m/31/Z86c4Y8//uDEiRMkJiZSrFgxHBwc1Pt479y5w7Fjx5g9ezaWlpY4OTnx7bffMmbMGNq0aUOPHj3U53p9XmbxbnR/x3FxcVy6dIm///5bvehRr1499b1y8eJFRo0aRWRkJKVKlWLy5MmsXLmSI0eOsHLlSvLlywe8+sy6efMmlSpVysiXJYRIQxK0hUhnuiAdGxuLlZVVqoE7tbBds2ZNQkNDCQ0NlZCdxnRB4E0Vqd90z/akSZM4ffo069at0wvZEiTez8uXL1m4cCHLly+nVq1aLFq0SH3s559/Zty4cZQoUYKcOXNy6dIlHj9+TKdOnRg7diwglas/hvv37+Pm5sb169cZNmwYzs7OPHjwAGdnZ3Lnzk2/fv3ImzcvFy5cYOHChRgZGTF58mS++eYbeR+ksW3btjF9+nTMzc2xsbFBq9Xyzz//8OLFC6pUqcKkSZMoXLgw8CpwT58+nTNnzmBiYkKWLFnIkycP7u7uFC9eHJD3y4fQ/W0/evQINzc3QkJCiIqKUm/zKlCgAN26daN+/frY2NgQExPD2rVrCQwMRKvV0r17d2bOnEn9+vWZNWvWG59fCPGZ+6iThwkh9Ojmx7x8+bJSsWJF5cKFC29cNzExUVEURYmLi1P69eun2NvbK1WqVFGuXLmSLm39UiSfG3jlypVv3L/J1ztw4IDy448/Kvb29oq9vb2yZMkS9TGZC/jDREREqPNiDxo0SFEURQkMDFTs7e2VWbNmKeHh4YqiKMrFixeVXr16Kfb29sqqVasysMWZX0REhNKmTRulatWqyqJFi5TatWsrnTp1Uq5fv67+vcfFxSk7duxQSpUqpYwaNSqDW5z5HDhwQClTpozi6empXLx4UV0eGhqqjBkzRilTpozSrFkzvcdiYmKUXbt2KT169FA/q+S98uF03wWRkZFK3bp1FScnJ2Xt2rXK9evXlStXrijz589XWrRooZQqVUoZN26ccuvWLUVRXs0bf/36dWXYsGFKhQoVlG+++Uaxt7dXNm7cmJEvRwjxEUmPthDpRHeFOjY2lsGDBxMTE4OrqyvffffdG7dJ3rM9duxY+vbtq/ZGiA+nJOvRGTx4MCdPnmT27NlUrVr1P3u29+3bx4IFC2jRooU6HFN6IdJGZGQkGzZsYNGiRdjZ2REcHEzfvn3p1q0bWbNmVdcLCgqiU6dOVKpUiQULFmBhYZGBrc7cHj58yKBBgzh//jyFChVizpw56hzxyT/bWrVqhYmJCYGBgRgZGUmP6QdSFIXY2FgGDRqEqakpY8eOpUCBAgAkJCRgbGxMdHQ0/v7+LFq0iCJFirB+/Xp1SLiiKCQmJjJnzhz27NnDsmXLKFq0aEa+pEwhPj6eUaNG8c8//zBp0iS9mRASExO5d+8e06dP5+DBg3Tq1Ik+ffqQK1cudR1/f3927NjBqVOn8Pb2plmzZhnxMoQQH5mcEQqRTnTDzO7du8fTp0/p1asX33777b9uY2hoSGJiIubm5vj4+EjITkNJSUlqCAgLCyMuLg43NzcqVqz4xumHkhdIa9iwIfPmzZOQ/RHkyJGDjh070q9fP6KiosifPz9dunRRQ3ZiYiLwat7fQoUKodVqMTU1zcgmf9Z08ygnLzL3uly5cjF37lyqVq3KgwcPOH/+PC9evAD+Nwf248ePgVdTFb1eFFC8H41GQ1xcHGfPnqVKlSpqyAbUApnZsmWjbdu2dOzYkaCgIKZMmaL3HMbGxowYMYLt27dLyE4jT5484cKFC1SrVk0N2brvBiMjIwoUKMC0adOoXbs2AQEBXLhwAXgV0AFat26Nh4cHGzdulJAtRCYmZ4VCpJOYmBhatWpF165defbsGdWrV09RMTk1Mufsx6Gbd9zNzQ1vb28uXrxIlSpVMDMz+9dKssnDdqFChYBXJ1gSst9dWFjYGx/LkSMH7dq1o02bNty5c4fx48ergVD3njhz5gyRkZGUKFHiX4+Z+HeGhoZERUUxZswYHj16BKReTTl37tz4+PhgZ2fH7NmzCQwM5NmzZ2g0GqKioggMDOT+/fvUrl0bQHqz00hkZCQJCQlqj2jyY6P7PMqSJQudOnXC3t6e3377TS0GmPw7JkuWLOnf+EwqODiY8PBwKleuDKA3/aZO1qxZcXV1JUuWLCxfvpykpCRMTEzU41esWDG1ir9M5yVE5iRnhkKkE41GQ/fu3bGwsODmzZscPnyYxMRECWgZ7NKlS+zfvx9A7YX7r9D2+gmVBIp39/vvv9OgQQPOnDnzxnVy585Nhw4d6NOnD/v27WPo0KHqY8HBwSxduhSNRkOHDh3kgtQHOnr0KDt27ODEiRNAyr9p3XsiV65cLFiwgIIFCzJnzhx2797N3bt32bp1K4sWLaJ///40atQo3dufmekuCgYHBwP/G4GgowvTuXLlUi9MhYeHq4/Ld0zay5EjBwYGBoSGhgK8cQSHnZ0d1apV48qVK9y4cQNI/ftCjpEQmZO8s4VIJ1ZWVjRv3pxevXrx1Vdf4e/vz927dzO6WV8s3TDZvXv3UrNmTZ48ecL8+fN5+vQpBgYG0kP6kUVHRwOvArdWq03Ro6P7OWfOnLi4uNC/f39+/fVXBg8ezLVr1/Dx8eH06dOsWLFCHVkg3l+ZMmXImzcvGzZsICIiQu8xXW2C+Ph49u3bR86cOVm0aBFff/01M2fOxNPTE29vbwYPHkyfPn0A6aFLS/b29lSpUoWtW7cSERGBkZHRG/evrtdbN6xffBwmJiaYm5tz7NgxHjx4kOo6iYmJGBoa8v333/Py5UuePn2azq0UQmQ0CdpCfAS6HocXL17w5MkToqKi0Gq1WFtb07hxYwYPHszFixfx9PTk3r17GdzaL8PrvUDJeyCWLVtGlSpV2LZtG6tXryY2NlZviLhIe02aNKFOnToEBgamuLihG4ofFBTEsGHDePr0KZ06daJfv34cP34cJycnTp06hZ+fn0xzl0aKFStGq1atuHDhAtevXwdevWeSh+yePXsyYsQI7t27p/Zsf/311xw+fBg3Nzf69+8PSL2Cj6FOnTpERkbi4eGhTiOl+0xLfuvK1atXyZkzp1x8+siKFClCu3btOHfuHL/99luq6+hG2URERGBsbEzOnDnTs4lCiE+AfBMKkcZ0lcJv3LjBkCFDaN26Ne3ataNnz57cuHGDbNmy8eOPPzJixAjOnDmDh4eHhO2PTHdMADZu3MjUqVNxd3fn6NGj3L9/H4B169ZRsWJFFi9eLGH7I9P1xjVp0oSIiAgWL16MVqtV97dGoyEoKIiuXbuqc5tbW1vToUMH2rVrR6FChSRkpyHd33jLli3Jly8fvr6+vHjxAkNDQ72QfffuXZYuXYqNjQ3wvwJp8+bNo3fv3oCE7LSmOzY9evSgTp06HD16lEmTJhEZGal+pumGIl+9epUTJ05QunRpuR87HTRs2JDixYvj6enJgQMH9B7THbeIiAj++usvypcvT5YsWeT7RIgvjEzvJcRHEBISQvv27cmbNy+VK1dGURR+++03IiMj8fX1pUaNGsTGxrJjxw68vb355ptvGDduHPny5cvopmc6yU/8+/TpQ1BQEObm5piamnLr1i0aNmxI586dqVSpEgAdO3bk3LlzDBgwgK5du2JlZZWRzc/U4uLi6NSpE8+fP2ft2rXqsNfLly/TpUsXvvnmG8aOHUuePHnUbR4+fIihoSHW1tYZ1ezP1ushOPl0dbrHJ0+ezObNm5k/fz516tQhKSkJPz8/Fi9ejLe3N9WqVXtjTQIJ2e8vLCxMr6J4cskvFHbv3p0TJ07w9ddfM3r0aAoUKMDXX3/Nnj17CAgI4OLFi2zcuFGqi38A3f7WTZ/2b3bu3Mns2bOJjIxk6NCh1KpVi8KFCwMQHh7OL7/8wuLFixk3bhytW7dOj+YLIT4hErSFSGMvXrxgyJAhPH36lNGjR1O6dGkAhg8fzs6dO5k7dy716tXD0NCQmJgYdu/ezfjx42nYsCE+Pj5S1Okj8fT0ZN++fbi7u1OtWjVy586Nu7s7O3bswNPTE0dHR8zNzQHo3Lkzp0+fpmfPngwZMkSmKkpDunCnC2WHDx+mf//+DB8+nJ49ewKwcuVK/vnnH4YMGYKtra3eduL96Pbf06dPefjwIfny5cPMzEw9Drpw8eDBA5o3b0716tWZPXs2ADdv3sTAwICCBQvKMfgIfv/9d3r27Mn69evVKtav043sgFefZXv27CEqKgoTExMMDQ0xNjbGxsaGmTNnYm9vn57Nz5SioqKYPn067u7u5MyZM9WLUrqLSnv37mXdunWcPXtWvbhuYGBAcHAwN2/epG/fvri4uADyOSbEl0bO6IVIY0lJSQQHB+Pk5KSG7JkzZ7J3714mT55MjRo11N6JLFmy0KBBAwwNDalQoYKE7I8kKiqK06dP06xZM+rVq4elpSWnTp3i4MGDtGzZkm+//RZzc3Pi4+MxMTFh3bp1NG/eHBsbGwnZH2j//v0EBQXRrVs3smXLhrGxsV4PXfHixSlevDhbtmyhbt26FC5cmB49ehAbG6s3mkBOTt+fbn8/f/6c/v37c+7cOZo0aULfvn35+uuvgVeVrRMTE7G2tsbR0ZH169fTtGlT6tevr/bQiY8jeWFA3XRPr488MDIyIiYmhixZsjBu3DhatWrFX3/9xZ07d1AUhcqVK1O2bFly586dIa8hs9FV4a9ZsybNmjX715kmGjVqhIODA4cPH2b79u38+eefaLVaatSoQe/evdUq/DLiQ4gvkCKE+CBJSUl6/33//n2lbNmyyo4dOxRFUZQZM2YopUqVUjZv3qw8f/5cURRFefnypeLp6an+rNVq07/hX5CQkBClfPnyysGDBxVFUZQ//vhDKVu2rOLm5qZERESo6126dEmJjY3NqGZmOr/++qvSsGFDxd7eXvnhhx+UqVOn6u1vnU2bNin29vbKzp07FUWR90NaSkxMVBRFUe7fv6907dpV2b9/v9K/f3+ldOnSSvny5ZUxY8Yohw8f1tvm1KlTSpkyZZRx48YpiqL/GSc+jr59+yq1atVSHj9+rCjK/94Dun+DgoKUYcOGKTdu3MioJn5RgoODlTp16ijOzs7K/fv39R7THZOXL18qe/bs0XssJiZGiYuLU2JjY1OcGwghvjxyaU2ID6D8f7XXe/fuqVerTUxMKFSoECdOnGDy5MmsWbMGDw8PHB0dMTMzA+Dnn3/m119/5Z9//gGkt+5jy5EjB6amply/fp2rV6/Sr18/6tevj7u7u9oDtGvXLgYOHMjDhw/1tlXk7pr3EhAQwOjRo3FycmL58uV89dVXrFmzhhYtWuDj48PZs2fVdR0dHSlRogQLFy4kKipK3g9pRNeT/fDhQ9q2bcv9+/cpU6YMCxYsYP78+fz4448EBATQt29fRowYwYEDB4iPj6dKlSq0bduWrVu3cunSJemF+4jetjBgly5dSExMJHv27Bnc4i/D21bh/+mnn9SCmgAWFhaYm5tjaWmp93zyHhLiyyTvfCE+gEajITY2lk6dOuHq6gpA9uzZadKkCYGBgaxfv57hw4fTpk0bLCwsAAgKCmLPnj2UKFFCHbYp3o+SbDooSDmFl46JiQkNGjRg9erVtGnThoYNGzJq1Ci1+NadO3c4efIkuXPnTjF8X0LfuwsICGDMmDG0bNmSVq1a8d1337Fhwwa8vb2pWrUqy5Yto0ePHkydOpXTp09jaWlJs2bNuHHjBkeOHAFkHuYPlTxkt2zZEhsbG7y9vdUphr7//nsmTJjAmjVr6Nq1K7/99htDhw6lZ8+enD17lhIlSpA9e3bWrFlDXFxcBr+azEsXwOrVq4eDgwNHjx4lMjISePXZc/nyZXr06EGNGjUYOXKkBO10oLxDFf4lS5boDddPHqglXAsh5FNAiA+k0WioVq0a165d49ChQwC4uLjQsWNHAO7evcuVK1eAV/er+vr6EhISgru7O1mzZs2wdmcGup4E3cmP7r7fQ4cOcfDgQW7cuAGAmZkZjRs3xtTUFGNjY8qWLUvOnDnRaDSEh4fj7+/Prl27aNWqFfnz58+w15MZbN++nTFjxtCzZ0969OhBjhw51HtMmzVrxpw5c1iwYAGNGjXi559/pk+fPowaNYqKFSvy1VdfsW/fPkBOUj+ELmRHRUXRsWNHsmbNio+PDw4ODhgZGaHVatUwUbVqVX766Se2bdtG69atuXPnDr169eKXX34hLi6Oy5cvExMTk8GvKHPSHQOtVouFhQWDBg3i1q1b7NixQ13nzz//pH79+owbN06v+r74cK9fzNMdD93FVVtbW2rVqsWlS5c4ceIE8Oq9tWXLFm7evMnkyZP55ptv5LNKCPFGUnVciHeUvPqrTmhoKG3btqVy5crMmTMHIyMjIiIiWLJkCRs3bsTIyAgzMzMMDAywtrZmzpw5MgfwB9q9ezceHh7MmDGDevXqqcv79evH8ePHSUxMJE+ePDRo0ICRI0diYGDA3r178fLy4sGDB9StWxdLS0tu377NxYsXGThwoFSG/UC7du3Czc2NKlWqMGXKFAoWLKj3ePL9+vLlS8LCwliwYAG///47CQkJmJqa8uTJE2bMmMGPP/6YES/hs5e8J9vZ2Zm7d+9StGhRZs2ahb29faqfX7rbXhISEnj8+DEbNmzg6NGjXL16FYClS5dSq1atjHg5mcp/FQYMDw+nf//+vHz5ksWLF6tF6F4vDCg+nCJV+IUQ6UCCthDvITg4mMDAQFxcXLCwsMDU1FQNGePHj6d9+/bqukeOHOH27dtERERQtmxZKlSogI2NTQa2PnPYvn07Pj4+GBsbM3bsWOrUqcPs2bPZtm0bXbt2xcHBgfXr13PhwgUqVKjAnDlzMDAw4NSpUxw6dIjffvuNuLg4ypYtS/369XF0dASkMuz70g0Xt7KywsTEhKFDh6pTpqV24UK3n58/f87du3fx8/Nj586dKIrCzz//nCKki/+WPGQ7OTmRL18+ypYty86dO8mdOzfTp0+nRIkSqf6Nv36MgoODuXLlCrGxsXTo0CG9X0qmc+DAAWbOnMmtW7coVKgQtWvXpmfPnimqhG/evJnx48fj4+ND06ZN5aLfR5C8Cn/v3r1TVOHXXfhITEwEYPr06axfv5758+dTv379jGy6EOIzI0FbiHegKAoJCQk0atSIu3fvUqNGDerWrUv9+vWxtbVl8ODBXLx4kdmzZ1OuXLmMbm6mt2fPHmbNmkVCQgLTpk3j9OnTKIpCnz59MDMz4/Hjx6xatQp/f38qVqzI3LlzMTAwIDExEUVRSEpKwsjISO3hk5D9fvz9/Rk7diw9evSgWbNmeHh4EBoayrBhw2jWrBkWFhapBobXlwUFBWFraytTFH2ABw8e0KxZMwoXLszEiROxt7dn1apVLF26lNy5c+Pt7Y2dnd0b/9bftDx5z6t4NwEBAcyYMYNevXrh4ODAvHnzuHDhAtbW1rRq1YratWtTqVIlAJ49e0bHjh1JSEhg3bp1WFtbZ3DrMxfd33FERAQ//fQTHTt2ZNu2bRw7dgwjIyN1SrvatWur25w+fZqePXvSokULJk2aJN8TQoi3Jp8UQrwDjUaDiYkJgwYNInv27Ny6dYsjR44wZMgQrl27hrOzMwkJCezZs4fY2NiMbm6mpbu3rnHjxgwdOhQjIyNGjx7Nhg0bKFq0KGZmZsTHx5M9e3ZcXFxo3bo1f/31F66urmi1WoyMjDAwMFCH8+vIydO7O3r0KGPHjqVLly507dqVkiVLsmDBAgoUKMCsWbPYuXMncXFxahXl5HQhW1fETuYB/nAHDx7E1taW0aNHU7RoUQC6d+9Or169ePjwISNGjOCff/7BwMAg1YJzb3oPSMh+P1IY8NMhVfiFEOlNerSF+A+6L+eEhASMjY0BuH37NkuWLCEhIYHKlStz6tQp9u3bx+jRo9m3bx83btxg0aJFlClTRnqCPoLXi9b88ssvLF68mBs3bjBs2DD1Xmvd/aixsbEsXbqUrVu3UqZMGebPny8nS2lkz549REZG0qBBA71bIiIiIhgwYABhYWG4ubnh6Oj4xp5tkbYePXqkVhdPfk/2ihUrWLFiBbly5frPnm3x4bZv385PP/1Ez5496dKlCzY2Nin+/g8ePMj+/fvZv38/Go2Ghg0b0rZtW/r160e5cuVYsmRJBr6CzOP1Kvx58+Zl3LhxlCxZUq9mwalTpzh48CA7duwgNjaW8uXLM2TIEG7evMncuXOpVq0aEyZMUGcREUKIfyNBW4i3EBISwrJly6hfv75aeMvf35+lS5cyYsQIGjRowJo1a9i8eTNmZmZcvnyZ4sWLs2XLFszNzTO49ZlL8hPV5EWCdu/ezYwZM3j06BHz5s2jbt26gH7YXrRoEWvWrGH+/Pl6QwPFh4mPj8fExCTFcgnbH9frhZte36+6n5OHaQnb6UMKA346klfhb9euHUZGRixZsoS8efNiaGiozluuOx5arZaHDx+yePFijh49yuPHjylbtiyXLl3C1taWFStWSJ0VIcRbkW9WId7CjRs3+OWXX5gyZQoTJ04kISGB1q1bU61aNSZOnEhsbCxdu3ZlypQpfPfdd1haWhIcHMzTp08zuumZiu6ECMDV1RUvLy91ztkmTZowcuRI8uTJg6enJ4cPHwbAyMiIxMRErKys6Nu3L2vXrpWQ/YEuX76szq2s1WpTDdkANjY26jByHx+ffx1GLt6dgYEBT548wdnZmbNnz6bYr7r3SvJh4j179qRnz55vNYxcvJ+AgADc3NywsrLixo0bnDx5kufPnwMpR+MAGBsbU6xYMaZOnYqfnx+tWrUCIFu2bFSoUCH9X0Amkrwnu3Xr1oSGhqLRaIiLi8PQ0JDExEQMDAxSXPizsbFh9OjRbNq0iS5duhAdHU1sbCzXr1/n2rVrGfRqhBCfG+nRFuItXb16FX9/fwIDA8mXLx/9+/fHzs6O6dOnkzVrVry8vDA0NOTZs2fcvn0bKysrqZychpIPgQ0PD2fevHls376dQYMG0b59e7Vo0K5du5gzZw4JCQmMHz+eOnXqpNgepPDZ+zpz5gydO3emTZs2jBo1CnNz8//cl8l7tocPH06TJk2wtLRMx1ZnXn/88QfDhg3DyMiIhQsXUrZs2TeOGHi9Z3v16tVkzZqVmTNnUrJkyfRueqYkhQE/HVKFXwiR0SRoC/Ga5PdkJyQkoNFoMDIywtjYmOjoaEJCQvD09OTevXuULFmSAgUKcPPmTbp3766GOpG2kp8IjRw5kuvXr6PVarl8+TLwqpeuV69eZM+eHfhf2NZqtYwePVpvnm3xYeLi4ujbty9Xr16lefPmuLm5vXXYdnV15fz580ybNo0WLVrI8PE0cvDgQXx8fIiKimLp0qVvHbYXL17MvHnzmDZtGs2bN0/vZmc6R48epU+fPnTp0oWePXtiY2PDgwcP6N+//1vfPiE1PdKWVOEXQmQkCdpCJKP78rx58ybz58/nn3/+AaBIkSIMGzaMQoUKAa+uds+ZM4fjx4+rYc/R0ZGZM2dmWNszm9RORN3d3Tl27BiDBg2iXr16XL9+nV9//ZUtW7bQrVs3XFxc1LC9e/duvLy8iI6OZseOHeTPn1+C3QdKPv+sq6srp0+fxsnJCTc3NywsLFKclL5+DCMiIhgxYgQTJkygSJEiGfESMpXk+/fAgQPMmjXrrcJ2VFSUOgLk77//pkyZMuna7sxKCgN+evz8/Ni0aROenp44ODhIYUAhRLqSoC3E/9Od9ISEhNC+fXty5MhB8eLFefLkCUFBQZiYmDBlyhRq1aql3pN6/vx59u/fz8qVKwE4ceKEGvTE+7lw4QK2trYpis08ePAAJycnateujYeHh3oMoqKiWL9+PYsWLaJHjx706NGDHDlyALBt2za0Wi1OTk7p/joyq7cN28lDxOXLl0lKSpIq/B/Bu4bt0NBQ5s6di62tLcOHD1eXS8hIG1IY8NMjVfiFEBlFPk2E+H8ajYbnz58zefJk8uXLx4wZM/D19WXNmjX4+vpSpEgRxowZQ1BQkLpN+fLlcXd3Z/78+ezatUtC9gc6f/48zs7OeHl5qcW24FWYiImJ4dGjRxQoUAATExNevnwJgLW1NR06dKBp06asWLGCjRs3EhUVBUCLFi3UkC3FntKGoaEhSUlJmJub4+vrS5UqVQgMDMTHx4e4uDgMDAzUWy7g1T3EEyZMYN68eerjIu0kL4BWv359hg0bhrW1NS4uLgQFBemFuLCwMFatWsXOnTvVqQp15Li8HykM+OnQfcYnJSUB/ys8pwvZiqJgZGQkhQGFEOlGvlmFSCY+Pp7g4GAqVKigN5yyZs2ajBgxgty5czN69GhiYmIA9E5wixYtmiFtzkzKly9Po0aNKF26tN48pRqNhiJFilC8eHGOHTsGgKmpqXpClTNnTnU6rwULFrBq1Sp1W90xkiCRdv4tbMfGxmJsbIyiKJw4cYJZs2Zx7do1tcdbeu/S3pvCdu/evblw4QIAt2/fZvny5fj5+TFs2DBcXV0zssmZwpkzZ2jVqhXTp0/n+fPn/xnSXg/bu3bt4tmzZ/KeSCNShV8I8amRM08hkklISCA6Olqvt0c3pVS5cuVwcnIiNDSUs2fPAsgJUhrQndDoTojmzJlD9+7dAdi8eTP3798HXh2bOnXqcP78eby8vFAURS1aB2BpaUmFChVwcXFh2bJlBAQEAHKM0kJqPW5vCtu+vr68ePGCCxcu4O3tTUhICJs3b8be3j4DWp65JCYm6v2bXGphO0eOHPTp04f9+/ezfv16Nm/ezLBhw3BxcQFklMeHcnBwoEqVKuzduxcfH593CtuFCxdm3Lhx7N+/X3q009Dly5cJDw/H1dVVHdGR2v5NLWxHRUUxdOhQrly5IhdmhRBpQj5JhEjGwsKC0qVLs3//fnWIuIGBAfHx8RgaGqqVee/evZuRzcw0FEXBwMCA6OhoHjx4APwvRPj5+TF+/HiWLVtGREQEJiYmdOzYkXLlyrFlyxamT58OvJqD9tGjR/z+++9ky5aNFi1aUL16debNm6eGdPF+dCMGnj17BqQM3KmFbX9/f9zd3ZkwYQK3bt1i48aNlChRIt3bntnohr0CrFu3jqtXr6ZY5/Ww7ebmhq2tLYMHD2bdunUpQraEifeXlJSEhYUFS5YsoXz58gQEBDBz5kz19ojXw3by946NjQ2+vr5UrVqVcuXKycXANFSjRg2mTJlC1qxZ9W6feJuw3bFjR27dukVwcHB6N1sIkUnJt6z4ouiGfL+JhYUFHTp04O7du6xatYpr164BYGJigqIonDlzBnNzc/LmzZsezc30NBoNL168oHfv3rRv357w8HA1TLRv3x5nZ2d27drF4sWLuXfvHjY2NsyYMQMHBwfWrVtHy5YtGTVqFMOGDWPt2rXUrFmTIkWKULt2bSIiItR7tcW7040YuHLlCt9//32K+311Xg/b1atXZ//+/dy9e1dCdhpJXjBr8ODBLF68mKioqP/s2a5Xrx79+vXDzs4Od3d3Cdlp6G1qFSQfrZO8MODff/+NjY0Nq1atkur7aSj5331qtQreFLZ13xN9+/Zl06ZNMtWdECLNyDet+GIcOXIEJycnLl26lOrjui9hR0dHXF1d2bNnD15eXhw4cACtVsvx48fZsmUL1tbWlCxZMj2bnqmZmZlRo0YNEhISGDx4MOHh4epjEydO5IcffmD37t0sXbqUe/fuUaBAAWbOnMmQIUMwMzPjwIEDxMbGMmbMGDp27AjA06dPMTc3l+rW70l3u0RsbCze3t4UKVKEp0+fvnH95KHDx8eHpk2bsmHDBgnZaSApKUkNaWFhYcTFxeHm5kbFihXVi1KvSx4qGjZsyLx58+jRowcgITstSWHAT8vbFAZ8PWyHhoYydepUdWpOXW0Wua1CCJEWZHov8UVQFIX9+/czfvx4bG1tmTZtWqphOXnPw5o1a/Dx8SE+Ph5TU1MMDQ2xsrJi6dKlEiDSSPKT/qVLl7Jq1Sry5MnD3LlzyZ8/v7qeh4cH+/bto0mTJri4uJAnTx51mqjHjx9jaGhI1qxZgVfzAk+YMAGNRsOKFSvIli1bhry2z92jR494/Pgxo0aNonfv3vzwww//OcQ1+dQ5Im25ubmRkJDAqVOn8PPzo3Dhwv85NdTrj8tUUh/Hm6a8Gzp0KFZWViiKwp9//omPjw/BwcFs2bJFahZ8RP815Z1OWFgYK1euxM/Pj379+kmBQCFEmpOgLb4Y8fHxHD9+nMmTJ2NlZYWXl9cbe6Z1X9Tnzp3j+vXrXL9+nWLFilGjRg3y5cuXzi3P3JKH7dWrV7No0SLy58/P3Llz9fZ18rDdt2/fFPNsK4pCYGAgv/zyC1euXGHt2rVyMvueYmJicHR0JCEhgWzZsrF582ayZs0qvaEZqFGjRty6dYuvvvoKf39/8ufPL8cjA7zpYkVqYbt169a4ublx9epVJk2aJDUL0lFqYTsyMpKlS5dSrlw5bt++zcqVK1MUCBRCiLQkQVt8UeLj4zl27BhTpkx5Y9hO/gUdGRlJjhw5MqKpmY4uFOhOSJNLSEjA2NiYO3fu4OTkRHR0NA4ODqn2bB84cID69eszYMAAvbC9Z88eFi5ciIWFBZ6entjZ2aXba8tsYmNj8ff3Z/369YSHhzNjxgyaNm0qvdUZQPfeAOjduzfHjx+nRYsWjB49mqxZs0ovdTrRfW7FxsaqvdSv7/fUwnbNmjUJDQ0lNDRUQnYa042gedNImjf1bE+aNInTp09LgUAhxEcnnyjii2JiYkKtWrUYM2YMsbGxuLu7c+XKFfVx3b2pAMePH6d37974+/tnVHMzFd0cp/369ePvv/9Wl2u1WoyNjbl9+zadO3emWLFidO/enfv376e4Z3vSpEnUqVOHLVu2cOvWLb3nb9y4MdOnT2fRokUSsj+QlZUVzZs3p1evXmoPqlTaTx+6Su86yacaXLZsGVWqVGHbtm2sXr2a2NjYNxZ5EmlHCgN+eqQKvxDicyA92uKLlFrPdokSJdSTpxMnTjB79myCgoLYtm2bnCClkd9//53+/ftTuHBhpk2bpu7zsLAwunTpQp48eZg1axa2trYsXbqU1atXY2trm6Jn+8SJE1SvXl39WU6S3p+uF+7Fixe8ePECrVbLV199pU67tmvXLry9valcuTKTJk0iT548Gd3kTCv5aI+NGzdy69Ytnjx5QtOmTbG3t8fW1haADh06cP78efr370+3bt3e2MMqPpzusyU2NpbBgwcTExODq6sr33333Ru3Sd6zPXbsWPr27Uvx4sXTsdWZ2+tV+E+ePMns2bOpWrXqf/Zs79u3jwULFtCiRQspECiE+OgkaIsvVvKwbWlpyezZsylevDgnTpzA29ubW7du4efnJ/f5piHdPp86dSoWFhYsWLAAAwMDOnfuTP78+Zk8eTIFChRQw4YubOfLl49Zs2ZRoEABveeTE6QPowsEN27cwNvbm+vXr2NgYEC+fPkYO3YsRYsW5dmzZ2zfvl3C9keW/G+5T58+BAUFYW5ujqmpKbdu3aJhw4Z07tyZSpUqAdCxY0fOnTvHgAED6Nq1K1ZWVhnZ/ExNCgN+OpJfjAoLC1NnpmjevDlmZmZv3C552L59+zaFChUC5DtECPFxSdAWX7TXe7Y7d+7Mli1bCAkJkaF+H4lun0+ePBkTExPi4uIoXLgwU6ZMoWDBgoD+SeqyZctYsmQJ1tbWBAYGSqBIYyEhIbRv3568efNSuXJlFEXht99+IzIyEl9fX2rUqEFsbCw7duzA29ubb775hnHjxklRwI/E09OTffv24e7uTrVq1cidOzfu7u7s2LEDT09PHB0dMTc3B6Bz586cPn2anj17MmTIEL1h5iJtSGHAT5NU4RdCfA7kcqv4ounu2Qbw8fHBw8MDKysrCdkfkW6fjx07lvnz5xMaGsrEiRPVkK279053Itu7d2+eP3+Ora2thOw09uLFC7y8vChatCijR4+mdOnSAAwfPpydO3cSGxtLUlISVlZWNGvWDENDQ8aPH4+pqSk+Pj7SY5fGoqKiOH36NM2aNaNevXpYWlpy6tQpDh48SMuWLfn2228xNzcnPj4eExMT1q1bR/PmzbGxsZGQ/ZFoNBq6d+/O+vXruXnzJocPH5bCgJ+AS5cuqVX4dX/7/xWcX39MQrYQ4mOTbwrxxdMFv5cvX7Jp0ybGjh0rw8U/MhMTE2rWrImiKEyfPp3Zs2eTL18+vfvkDQwM1LA9ePBgdVvphUg7SUlJBAcH4+TkpIbsmTNnsnfvXiZPnkyNGjXUYZpZsmShQYMGGBoaUqFCBQkaH0F0dDRhYWFUqVIFS0tLTpw4Qd++fWnQoAFDhw4ld+7cAFy/fp1ChQphaWnJjh07MrjVmZuuMKCZmRlz5szB39+fChUqqBcGRfrSVeHfu3evWoV//vz5UoVfCPFJknFPQvAq+NWvX59FixZJyE4npqamfP/994waNYpnz54xfPhwvQrwQKpDM+Uk6v1ptVq9/46NjeXRo0dqaPDy8mL16tV4eHjg6OiIlZUV8fHxTJ48mRcvXmBtbU2rVq0oWrRoRr2ETC1HjhyYmppy/fp1rl69Sr9+/ahfvz7u7u5qyN61axcDBw7k4cOHetvKXWAfTlfx/cWLFzx58oSoqCi0Wi3W1tY0btyYwYMHc/HiRTw9Pbl3714Gt/bLIFX4hRCfMwnaQvw/U1NTGZqczpJPt/bs2TPc3d1TnaZFfDhFUTAwMODevXvqSAETExMKFSrEiRMnmDx5MmvWrFFDtq6w0M8//8yvv/7KP//8A8iFjvehO/HX/ft6eNAxMTGhQYMGrF69mjZt2tCwYUNGjRpFrly5ALhz5w4nT54kd+7cKUYUyHH5MMkLAw4ZMoTWrVvTrl07evbsyY0bN8iWLRs//vgjI0aM4MyZM3h4eEjY/sher8I/depU3N3dOXr0KPfv3wdeTe1VsWJFFi9eLGFbCPHJkaAthMhQycP28+fPcXV15eLFixndrExHo9EQGxtLp06dcHV1BSB79uw0adKEwMBA1q9fz/Dhw2nTpg0WFhYABAUFsWfPHkqUKMHXX3+dga3/vOlCgUajIT4+Xg0Phw4d4uDBg9y4cQMAMzMzGjdujKmpKcbGxpQtW5acOXOi0WgIDw/H39+fXbt20apVK73p7sSHMzQ0JCQkhA4dOhAREUGdOnWoVasW9+7do127dvzxxx9YWlrSvHlzNWxPnDiRO3fuZHTTMyWtVqu+T/r06cO8efM4cOAAf//9N3379mX69OmcPXsWeBXCK1SowMKFC1mzZo0atoUQIqPJTXZCiAynC9tarZZRo0YREhKi3jMs0o5Go6FatWqcPn2aQ4cOUbduXVxcXHj48CEbNmzg7t27XLlyBQcHB/bv38/mzZsJCQlh3bp1ZM2aNaOb/1navXs3Hh4ezJgxg3r16mFiYgJAv379OH78OImJieTJk4cGDRowcuRIatSowU8//YSXlxfTpk3j5MmTWFpacvv2bS5evMjAgQNp06YNIPUK0pIUBvy06G4b8vT05NKlS4waNSpFFf5vv/0WBwcHzM3N2bBhA507d2bevHnExcVJFX4hxCdBvhmEEJ8EExMTateuzbZt21LMly3ez+tz+VpaWtKnTx8OHjxIYGAgtWrVwsjICBcXFxRFYd26dfj5+WFmZoaBgQHW1tasXLlS7sn+AAkJCVhYWDB16lQMDAyoU6cOs2fP5vLlywwbNgwHBwfWr1/Pnj17uH//PnPmzKFRo0ZYW1tz6NAhfvvtN+Li4ihbtixTp07F0dERkPl/05oUBvz0SBV+IcTnTubRFkJ8kiRIpI3g4GACAwNxcXHBwsICU1NTdu3ahZubG+PHj6d9+/bqukeOHOH27dtERERQtmxZKlSogI2NTQa2PnPYs2cPs2bNIiEhgWnTpnH69GkURaFPnz6YmZnx+PFjVq1ahb+/PxUrVmTu3LkYGBiQmJiIoigkJSVhZGSkBjp5b3y45PtQq9Xy8OFDfvjhByZPnkyzZs3w8vJi7dq1eHh4qFXH4+Pj8fLyYvjw4ZiZmcmIgo/s5s2bODk54ePjQ926dfWq8CcvEHj58mW1Cr8QQnxK5DKsEOKTJEHiwyiKQkJCAn369OHu3btcu3aNunXrUr9+fZo2bcq+fftYtmwZDg4OlCtXDoDatWtnbKMzGV2Ya9y4MYqiMGvWLEaPHk1cXBzjxo1Tw1v27NlxcXEBwN/fH1dXV3x9fTEyMiIpKQljY2O9ivHy3vgwyQsD2tjYpCgMeOHCBfz8/Bg/fnyqhQGbN29O2bJlJWR/ZMmr8OfNm/eNVfh9fHxYuXKlXtCWiyBCiE+BfFsLIUQmpNFoMDExYdCgQWTPnp1bt25x5MgRhgwZwrVr13B2diYhIYE9e/YQGxub0c3NlJJXP27SpAmurq5YWFgQHR3N3bt3gVe3TCQmJmJlZYWLiwutW7fm/PnzDBw4UK8glITrtCOFATOWVOEXQnwp5JtbCCEyCd0Ja0JCgrqsYsWK1KlTh0qVKtGgQQPy5ctHq1atuH37NkWKFGHnzp3cvHlTb3vx4XQ9arpQB9CsWTMGDBiAjY0Nvr6+HDp0CAAjIyO9sN28eXOOHTvGsWPHMvIlZGq6woDXrl1Tj4OLiwsdO3YEUAsDAuzfvx9fX19CQkJwd3eXwoAfSKrwCyG+FHKPthBCZCIhISEsW7aM+vXrU69ePeDVcOSlS5cyYsQIGjRowJo1a9i8eTNmZmZcvnyZ4sWLs2XLFszNzTO49ZlD8vt/XV1dyZYtG66uruTIkQN4dc+2j48PSUlJeHh4UKdOHeB/xetiYmIIDg6mYsWKGfYaMpvXCwMChIaG0rZtWypXrsycOXMwMjIiIiKCJUuWsHHjRoyMjPQKA86ZM4cSJUpk0CvIHF6vwq/zpir8BgYG7N27Fy8vLx48eEDdunVTVOHX3XYhw8WFEJ8auUdbCCEykRs3bvDLL79w8uRJfvvtN0aPHk3r1q0JCgpi4sSJVK9ena5du1K2bFkOHz7M7du3CQ4O5unTpxK000DyQBceHo6ZmRlbtmzBxsaG9u3bY21tTePGjdFqtcyZM4eJEycCUKdOHbVnO0uWLGrIlsJnacPIyChFYcCCBQsybtw43Nzc+Pnnn2nfvj02NjZ4eHhQq1YtKQz4EUgVfiHEl0R6tIUQIpO5evUq/v7+BAYGki9fPvr374+dnR3Tp08na9aseHl5YWhoyLNnz7h9+zZWVlYULFgwo5v92Ut+sj9y5EiuX7+OVqvl8uXLAPTs2ZNevXqRPXt24FUhpzlz5qDVahk9erReD59IO7rCgI0aNeLu3bvUqFFDLQxoa2vL4MGDuXjxIrNnz1YLA4qPR6rwCyG+FBK0hRDiM5WUlIShoSEJCQkkJCSg0WgwMjLC2NiY6OhoQkJC8PT05N69e5QsWZICBQpw8+ZNunfvrg5XFh8mteGq7u7uHDt2jEGDBlGvXj2uX7/Or7/+ypYtW+jWrRsuLi5q2N69ezdeXl5ER0ezY8cO8ufPL8NfP5KtW7fi5eWFubk5RYoUITY2lokTJ/Lo0SNGjhxJ06ZNGThwIFZWVhnd1EwpeSDevXs3s2bNIikpSa3C7+joqM6JHRsby9KlS/H396dSpUr4+vpiYGCgfuZJuBZCfA5k6LgQQnyGdCecN2/eZP78+fzzzz8AFClShGHDhlGoUCEqVKhAQEAAc+bM4fjx4/zxxx8A5M6dW4L2B7pw4QK2trYphhM/ePCAP/74g/r169OmTRtMTEywtbXFwcGBHDlysGjRIgwMDOjRowc5cuSgSZMmxMfHo9VqKVCgQAa9mswn+UUoY2Nj4H+FARMSEqhcuTKnTp2iVatWjB49Wi0M2LRpU8qUKaNuL9KOrgq/RqOhSZMmJCUlsXjxYu7du/fGKvzw6gLJwIEDmT9/vlThF0J8VuSTSgghPjOKomBoaEhISAjt2rXjypUrFClSBGtra44dO0bbtm05cOAA8fHxaDQahg4dioeHBz169ABg586dPH78OINfxefr/PnzODs74+XlRVxcnLpcURRiYmJ49OgRBQoUwMTEhJcvXwJgbW1Nhw4daNq0KStWrGDjxo1ERUUB0KJFC5ycnAD05ssW70/3/vDw8ODgwYMAFCpUiIoVK3LhwgWsra3x8fFhxIgRrF+/Xj1uo0eP5vnz5xKy05hU4RdCfIlk6LgQQnyGnj9/zoABA3jy5AkTJ06kTJkyABw7doxFixYREhLCggULqFy5st52Bw4coHDhwhQtWjQjmp1pDBkyhHLlytG9e3e95Yqi0Lx5c7JmzcqGDRsA9HpHd+/ezbBhwwDo3bs3bm5u6nYyZDxt/frrrwwdOpTcuXPz/fffM3r0aIyNjfHw8ODQoUPs3bsXKysrzp07x+HDh9mwYQPPnj3j6NGjUvgsDUkVfiHEl0p6tIUQ4jMUHx9PcHAwFSpUUEM2QM2aNRkxYgS5c+dm9OjRxMTEAK+CHED9+vUlZL8HXU+zbj/OmTNHDdmbN29W5wZOSEigTp06nD9/Hi8vL3X0gW5uc0tLSypUqICLiwvLli0jICAAQEL2R9CgQQP8/f2pW7cu27dvx8nJiT179tC1a1dKlizJ+PHjSUpKokKFCvTp04d169axf/9+CdlpKDExUQ3Zyavwb9q0SR3R0bhxY4YOHYqRkRETJ07k8OHDAG+swi+EEJ8LCdpCCPEZSkhIIDo6Wr3/FF6dhGo0GsqVK4eTkxOhoaGcPXsWkCD3IRRFwcDAgOjoaB48eAC8ChAAfn5+jB8/nmXLlhEREYGJiQkdO3akXLlybNmyhenTpwNgbGzMo0eP+P3338mWLRstWrSgevXqzJs3Tw3p4v0lJSUBr94XcXFxPH/+nISEBEqUKMGgQYNYsWIFxsbGTJo0iSlTppA3b14ePnyoDke2tLTEwcFBqu+nIa1Wq1YGHzlyJEOGDCE4OBiAefPmsWLFCvUWlqZNmzJkyBCMjY2ZPHmyOtz/9bnP5d5sIcTnRIqhCSHEZ8jCwoLSpUuzf/9+mjRpQtmyZTEwMFCr9jZv3pwZM2aoRYbE+9NoNLx48YLevXvz6NEj1q5dS/78+QFo3749V69eZdeuXWi1WlxcXMiTJw8zZsxgzJgxrFu3jlOnTlGiRAnu3LnDqVOnGDduHEWKFKF27dr8+eefREVFYWtrm8Gv8vMlhQE/HclvgdCF4jdV4V+5cqX6nsmePTtNmzZFo9Hg5eXF8OHDpQq/EOKzJ5cGhRDiE6Qb8v0mFhYWdOjQgbt377Jq1SquXbsGvKraqygKZ86cwdzcnLx586ZHczM9MzMzatSoQUJCAoMHDyY8PFx9bOLEifzwww/s3r2bpUuXcu/ePQoUKMDMmTMZMmQIZmZmHDhwgNjYWMaMGUPHjh0BePr0Kebm5lJ46wNIYcBPw4ULF4iIiEgRil+vwm9ra8t3332Hq6sr/fr1Y/Xq1SxfvpzIyEgAmjRpwpAhQxg3bhwFChSQkC2E+KxJj7YQQnxijhw5wpQpU5gzZw6lSpVK8biu18jR0ZGwsDB8fX15+vQp7du3p27duvz2229s2bIFa2trSpYsmQGvIHPRFXMaMmQIFhYWrFq1isGDBzN37ly1Z3vSpEnAq2JngNqz3bNnT1xcXHj8+DGGhoZkzZoVgL///psjR45QpEgR6c3+ABqNhufPnzN58mTy5cuXamHAMWPG6BUGLF++POXLl6dixYoULlxYndNcvJ/z58/Trl07mjZtiqenJxYWFsCbq/CbmpqqVfhDQ0NZsWIFZmZmdOzYEWtra1q0aKE+t8yXLYT4nMmnlxBCfEIUReHly5fExMQwZswYrly5kmId3Xy0AP369WPUqFGcPn2agQMHUqFCBfVeyAULFkhhpzRgYGCgFmFycXGhT58+3LlzB1dXV+7cuaOuN2nSJBo2bKj2bEdERKi91dmzZydr1qwoikJAQAA+Pj6Eh4czZcoUsmXLliGvK7OQwoAZq3z58jRq1IjSpUurIRtefU4VKVKE4sWLq/fCm5qaqvfT58yZk7p16wKwYMECVq1apW6rO0YSsoUQnzP5BBNCiE+IRqOhTp06TJkyhejoaNzd3d8YtuHVCWnXrl1Zs2YNnp6etGvXjlGjRuHn50eJEiXSu/mfPV2g1oUBHQMDA7VyeIMGDQC4dOkSgwYN0htGrgvb+/btY8GCBUREROg9z969e1m9ejXPnz9n3bp12Nvbf8yX80WQwoDpT6rwCyHEf5OgLYQQnxgTExNq1qzJmDFjiI2NfWPYTl54qGDBgrRp04ZRo0bRpk0b8uXLl97NzhQMDAx48uQJ/fr14++//1aXa7VajI2NuX37Np07d6ZYsWJ0796d+/fvp7hne9KkSdSpU4ctW7Zw69Ytvedv3Lgx06dPZ9GiRdjZ2aXXy8rUkhcGDAoKAlALAxoaGtK8eXMAKQyYRqQKvxBCvB0J2kII8QkyMTGhVq1abwzbuh47gOPHj9O7d2/8/f0zqrmZyqVLlzh58iTjxo3jypUrarAICwujW7du2Nra4uPjw08//US3bt1SDdtTpkxh1apVfPPNN+oyXS9gqVKlsLa2TvfX9bmSwoCfluRV+Nu3b094eLg6DVf79u1xdnZm165dLF68mHv37mFjY8OMGTNwcHBg3bp1tGzZklGjRjFs2DDWZGFPsgAAD7hJREFUrl1LzZo11Sr8ERER6vzaQgjxuZOgLYQQn6g3hW1d8AM4ceIE8+bN4/Lly5QuXTqDW5w5VKlSBR8fH54+fcqIESMIDQ0lLCyMzp07ky9fPqZOnUquXLmAV/ds68L20KFDCQsLU5+nevXqwP8Cttxv+u6OHDmCk5MTly5dSvVx3dBlR0dHXF1d2bNnD15eXhw4cACtVsvx48elMOBHIFX4hRDiv2kU3beUEEKIT1J8fDzHjh1jypQpWFpaMnv2bIoXL86JEyfw9vbm1q1b+Pn5yf2+aUi3zydPnoyJiQlxcXEULlyYKVOmULBgQeDVcFldT96yZctYsmQJ1tbWBAYGYmVllZHNzxQURWH//v2MHz8eW1tbpk2blmpYTn4LxZo1a/Dx8SE+Ph5TU1MMDQ2xsrJi6dKlUrMgjSSvBL506VJWrVpFnjx59KrwA3h4eLBv3z6aNGmiVuHXzXmeWhX+CRMmoNFoWLFihRQIFEJkChK0hRDiM5A8bFtZWdG5c2e2bNlCSEgIGzdulBDxEej2+fz587l69SoLFiygXr16wP/CXfLQMXfuXGxtbWnbtm1GNjtTiY+P5/jx40yePBkrKyu8vLze2DOtOybnzp3j+vXrXL9+nWLFilGjRg2pWZDGkv/dr169mkWLFpE/f37mzp2rt6+Th+2+ffummAVBURQCAwP55ZdfuHLlCmvXrpULhkKITEOCthBCfCZ0wc/Hx4ebN29iZWXF+vXrJWR/RC9fvuTYsWNMnz4dc3NzZs6cmWJ/pzbXb/JeVvFhXr/IlFrYTr6/IyMjyZEjR0Y0NdPR/W3reqKTS0hIwNjYmDt37uDk5ER0dDQODg6p9mwfOHCA+vXrM2DAAL2wvWfPHhYuXIiFhQWenp5SIFAIkanIDWNCCPGZ0N2zPXDgQKpUqcKGDRskZH9kpqamfP/994waNYpnz54xfPjwFBXgU7v3WkJ22pHCgBlHqvALIcT7kx5tIYT4zLx8+ZKEhAS5Dzgdvd6r6u3tLRc50llqPdslSpRQQ/aJEyeYPXs2QUFBbNu2TY5PGvn999/p378/hQsXZtq0aeo+DwsLo0uXLuTJk4dZs2Zha2vL0qVLWb16Nba2til6tk+cOKEWCITUR4IIIURmIkFbCCGEeAu6oDd9+nQMDQ3x8fGRSu/pTAoDpj/dPp86dSoWFhYsWLAAAwMDOnfuTP78+Zk8eTIFChRQh5brwna+fPmYNWsWBQoU0Hs+CdhCiC+FBG0hhBDiLcXHx3PkyBFGjRrF+PHjad68eUY36YsjhQHTn1ThF0KIdydBWwghhHgH8fHxREREpOipE+lHCgOmP6nCL4QQ70aCthBCCPGeZBhsxomPj+fXX39l06ZNjB07VoaLpwOpwi+EEG9PgrYQQgghPktSGDD9vX6fvLe39xvnNhdCiC+ZBG0hhBBCCPHWpAq/EEL8NwnaQgghhBDinUgVfiGE+HdyY5kQQgghhHgnJiYm1KpVC3d3dx49ekRISEhGN0kIIT4p0qMthBBCCCHei1ThF0KI1EnQFkIIIYQQH0yq8AshxP9I0BZCCCGEEEIIIdKQXHYUQgghhBBCCCHSkARtIYQQQgghhBAiDUnQFkIIIYQQQggh0pAEbSGEEEIIIYQQIg1J0BZCCCGEEEIIIdKQBG0hhBBCCCGEECINSdAWQgghhBBCCCHSkFFGN0AIIYT4UPb29m+13tq1a/nmm28+cmtgw4YNmJub4+Tk9NF/14e6fv06e/bsoWXLluTPn/+tt7t69Spr1qzh5MmTPHz4ECMjIwoWLMi3335L+/btKVCgwEdstRBCCPFpk6AthBDis+fl5aX38/bt2/n9999TLC9atGi6tMfPz4/s2bN/NkF7/vz5VK1a9a2D9pYtW5gwYQLZs2enWbNmFClShMTERIKDg9m+fTtr167lwoULGBoafuTWCyGEEJ8mCdpCCCE+ez/++KPezxcuXOD3339Psfx1z58/x9zc/GM2LdP566+/mDBhAhUrVmTx4sVYWVnpPT5y5EgWLVr0n88j+14IIURmJvdoCyGE+CJ07twZR0dHLl68SMeOHSlXrhyzZs0CID4+nrlz59KgQQNKly7N999/j5eXF/Hx8XrPERAQQJcuXahevTqlS5emSZMmbNy4UW+dunXrEhwczKlTp7C3t8fe3p7OnTsDEBgYiL29PWfOnGHy5MlUq1aNypUr4+HhQXx8PE+fPsXd3Z0qVapQpUoVvLy8UBRF7/m1Wi2rV6+madOmlClThho1auDh4UF0dHSKdvTp04czZ87QunVrypQpQ7169di2bZu6TmBgIK6urgB06dJFbe/JkyffuB8XLFiARqNh5syZKUI2gKmpKUOGDNHrzf63fR8ZGcno0aOpUaMGZcqUoXnz5mzdulXvOU+ePJlqu8LDw7G3tycwMFBdNnLkSCpUqEBYWBg9e/akfPnyfPfdd8yfPz/FvhRCCCE+FunRFkII8cV48uQJvXv3pmnTpjRv3pwcOXKg1Wrp168fZ8+epW3bthQtWpR//vmHNWvWcOvWLRYuXKhu7+fnR/Hixalbty5GRkYcPnyYiRMnoigKHTt2BGD06NF4enpiYWFB3759AciZM6deOyZPnkzOnDkZNGgQFy5cYPPmzWTJkoVz586RJ08ehg4dyrFjx1ixYgV2dna0aNFC3dbDw4OtW7fi5ORE586dCQ8PZ8OGDVy+fBk/Pz+MjY3VdW/fvo2rqyutW7emZcuWBAQEMHLkSEqVKkXx4sWpUqUKnTt3Zt26dfTt25ciRYoAbx5i//z5c/7880+qVq2Kra3tB+/7Fy9e0LlzZ0JDQ+nYsSP58+dn7969jBw5kqdPn9K1a9d3+h06SUlJ9OrVi3LlyjFixAiOHz/OvHnzSEpKUi8sCCGEEB+VIoQQQmQyEydOVOzs7PSWderUSbGzs1P8/Pz0lm/btk0pUaKEcvr0ab3lfn5+ip2dnXL27Fl12fPnz1P8rh49eij16tXTW9a0aVOlU6dOKdYNCAhQ7OzslB49eiharVZd7uzsrNjb2yseHh7qssTERKVWrVp6z3P69GnFzs5O2bFjh97zHjt2LMXyOnXqKHZ2dnqvKzIyUildurQyffp0ddmePXsUOzs75c8//0zR3tdduXJFsbOzU6ZMmZLiscePHyuRkZHq/1++fKk+9qZ9v3r1asXOzk7Zvn27uiw+Pl5xdnZWypcvr8TExCiKoih//vlnqm0MCwtT7OzslICAAHXZTz/9pNjZ2Smenp7qMq1Wq7i4uCilSpVSIiMj//N1CiGEEB9Kho4LIYT4YpiYmKQoULZ3716KFi1KkSJFiIqKUv9frVo1AL3hymZmZup/x8TEEBUVRdWqVQkLCyMmJuat29G6dWs0Go36c9myZVEUhdatW6vLDA0NKV26NGFhYXptzZIlC99++61eW0uVKoWFhUWKodXFihWjcuXK6s/W1tYULlxY7znfRWxsLAAWFhYpHqtfvz7Vq1dX/3/o0CG9x1Pb98eOHSNXrlw4Ojqqy4yNjencuTNxcXGcPn36vdoJqCMMADQaDR07diQhIYETJ06893MKIYQQb0uGjgshhPhi2NjYYGJiorfs9u3b3Lhxg+rVq6e6TWRkpPrfZ8+eZd68eZw/f57nz5/rrRcTE0OWLFneqh158+bV+1m3XZ48eVIsT37v9e3bt4mJiXmrtqb2fADZsmVLcT/329Ldkx0XF5fisYULF5KYmMjVq1eZMWNGisdT2/d37tyhUKFCGBjoX/fXDV2/e/fue7XTwMAgxfRihQsXVn+nEEII8bFJ0BZCCPHFSN4jraPVarGzs2PUqFGpbqO7Fzk0NJRu3bpRpEgRRo4cSZ48eTA2Nubo0aOsXr0arVb71u14PVj+1/Lkbc2RIwczZ85M9XFra2u9n9N6eq2CBQtiZGREcHBwiseqVq36r78ztX3/tpL3/if3LvtcCCGESE8StIUQQnzRChYsyNWrV6levfobAx3AoUOHiI+PZ9GiRXo90qlV6P635/nQtp44cYKKFSt+UHBN7l3aamFhQdWqVTl9+jQRERHY2Nh80O/Oly8f165dQ6vV6l1kCAkJAf7X8581a1aAFMPz39Q7rdVqCQsLU3uxAW7evKn+TiGEEOJjk3u0hRBCfNEaN25MREQEW7ZsSfHYixcv1GHSup5aJdkUUTExMQQEBKTYztzcnKdPn36UtiYlJelVQtdJTEx8r9+pm8v6be8xHzBgAElJSQwfPpxnz56leFx5hym0atWqxcOHD9m9e7e6LDExkXXr1mFhYUGVKlWAV+HY0NAwxT3bfn5+b3zuDRs26LVpw4YNGBsbv3HYvRBCCJGWpEdbCCHEF+3HH39kz549jB8/npMnT1KxYkWSkpIICQlh7969LF++nDJlyvDtt99ibGxM3759adeuHc+ePePnn38mR44cPHz4UO85S5UqhZ+fHwsXLqRQoUJYW1unScCrWrUqzs7OLFmyhCtXrqhtunXrFnv37mXMmDE0atTonZ6zZMmSGBoasmzZMmJiYjAxMaFatWrkyJEj1fUrV67MuHHjmDx5Mg0bNqRZs2YUKVKE+Ph4bt26xS+//IKxsXGKKc1S4+zszObNmxk5ciSXLl0iX7587Nu3j7/++ovRo0er94RnyZKFRo0asX79ejQaDQUKFODIkSMp7knXMTU15fjx4/z000+ULVuW48ePc+TIEfr27ZtieL0QQgjxMUjQFkII8UUzMDBgwYIFrF69mu3bt/Prr79ibm5O/vz56dy5szr8uEiRIsydO5c5c+YwY8YMcubMSfv27bG2tmb06NF6zzlgwADu3r3L8uXLefbsGVWrVk2zntRJkyZRunRpNm3axOzZszE0NCRfvnw0b96cihUrvvPz5cqVi4kTJ7JkyRLGjBlDUlISa9eufWPQBujQoQMVKlRg9erV7N27l4cPH2JsbEyBAgVo2bIl7du3p2DBgv/5u83MzFi3bh0zZ85k69atxMbGUrhwYaZNm5aiQvnYsWNJTExk06ZNmJiY0KhRI9zd3fUqlusYGhqyfPlyJkyYgLe3N5aWlgwcOJABAwa88/4RQggh3odGeZcxXkIIIYQQn7CRI0eyb98+zp07l9FNEUII8QWTe7SFEEIIIYQQQog0JEFbCCGEEEIIIYRIQxK0hRBCCCGEEEKINCT3aAshhBBCCCGEEGlIerSFEEIIIYQQQog0JEFbCCGEEEIIIYRIQxK0hRBCCCGEEEKINCRBWwghhBBCCCGESEMStIUQQgghhBBCiDQkQVsIIYQQQgghhEhDErSFEEIIIYQQQog0JEFbCCGEEEIIIYRIQxK0hRBCCCGEEEKINPR/TPjXTnTNyTYAAAAASUVORK5CYII=",
            "text/plain": [
              "<Figure size 1000x1200 with 2 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "\n",
        "# Pick top N terms for each group\n",
        "topn_per_group = {\n",
        "    group: tfidf_df.loc[group].sort_values(ascending=False).head(5)\n",
        "    for group in tfidf_df.index\n",
        "}\n",
        "\n",
        "# Union of all top terms\n",
        "all_top_terms = set(term for top in topn_per_group.values() for term in top.index)\n",
        "\n",
        "# Subset full TF-IDF matrix to those rows\n",
        "summary_df = tfidf_df[list(all_top_terms)].T.round(3)  # Transpose: terms x groups\n",
        "\n",
        "row_order = [\n",
        "    # Affordability\n",
        "    \"afford deposit\", \"smaller deposit\", \"won able\", \"won able afford\", \"fewer able\",\n",
        "    \"fewer able afford\", \"need larger\", \"larger deposit\", \"lower deposits\",\n",
        "\n",
        "    # Borrowing capacity\n",
        "    \"increase mortgage\", \"lower mortgage\", \"higher mortgage\", \"larger mortgages\",\n",
        "    \"present\", \"enable\",\n",
        "\n",
        "    # Investment logic\n",
        "    \"rented\", \"rental properties\", \"second homes\", \"homes rent\", \"investors\",\n",
        "\n",
        "    # Market expectations\n",
        "    \"housing ladder\", \"prices higher\", \"demand push\", \"added\"\n",
        "]\n",
        "\n",
        "summary_df = summary_df.loc[row_order]\n",
        "\n",
        "summary_df = summary_df.loc[row_order]\n",
        "\n",
        "desired_order = [\n",
        "    \"LTI_low\", \"LTI_high\",\n",
        "    \"BTL_LTV_low\", \"BTL_LTV_high\",\n",
        "    \"Residential_LTV_low\", \"Residential_LTV_high\"\n",
        "]\n",
        "\n",
        "summary_df_ordered = summary_df[desired_order]\n",
        "\n",
        "# --- STEP 2: Plot the reordered heatmap ---\n",
        "plt.figure(figsize=(10, 12))  # Adjust height if needed\n",
        "sns.set(style=\"whitegrid\", font_scale=1.1)\n",
        "\n",
        "ax = sns.heatmap(\n",
        "    summary_df_ordered,\n",
        "    cmap=\"YlGnBu\",\n",
        "    annot=True,\n",
        "    fmt=\".2f\",\n",
        "    linewidths=0.5,\n",
        "    linecolor='lightgrey',\n",
        "    cbar_kws={'label': 'TF-IDF Score'},\n",
        "    vmax=summary_df_ordered.max().max(),\n",
        ")\n",
        "\n",
        "plt.title(\"Top TF-IDF Terms by Treatment Group\", fontsize=16, pad=20)\n",
        "plt.xlabel(\"Treatment Group\", fontsize=12)\n",
        "plt.ylabel(\"Term\", fontsize=12)\n",
        "plt.xticks(rotation=45, ha=\"right\")\n",
        "plt.yticks(rotation=0)\n",
        "\n",
        "# Custom readable x-axis labels\n",
        "readable_labels = [\n",
        "    \"Lower LTI\", \"Higher LTI\",\n",
        "    \"Lower LTV-BTL\", \"Higher LTV-BTL\",\n",
        "    \"Lower LTV-Own\", \"Higher LTV-Own\"\n",
        "]\n",
        "ax.set_xticklabels(readable_labels, rotation=45, ha=\"right\")\n",
        "\n",
        "plt.tight_layout()\n",
        "plt.savefig(\"tfidf_term_heatmap_house_price.png\", dpi=300, bbox_inches='tight')\n",
        "plt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "4q_wQiV-pZHW"
      },
      "source": [
        "# Change in Intention to Buy"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "SiMOm5zKWui1",
        "outputId": "d515f0d5-765b-4479-88ed-afca113d63be"
      },
      "outputs": [],
      "source": [
        "# --- STEP 2: Preprocess each treatment group ---\n",
        "# Combine all responses in each group into one string (bag of words)\n",
        "df[\"clean_intention\"] = df[\"Post_intention_change_reason\"].apply(lambda x: fix_text(str(x)))\n",
        "grouped = df.groupby(\"Group\")[\"clean_intention\"].apply(lambda texts: \" \".join(texts))\n",
        "\n",
        "# --- STEP 3: Run TF-IDF across treatment groups ---\n",
        "custom_stopwords = {'ltv', 'owner', 'occupier', 'residential', 'btl', 'let', 'lets', 'people', 'intend', 'nan', 'question', 'kind', 'going', 'simply'}\n",
        "combined_stopwords = set(ENGLISH_STOP_WORDS).union(custom_stopwords)\n",
        "\n",
        "vectorizer = TfidfVectorizer(\n",
        "    min_df=2,\n",
        "    max_df=0.8,\n",
        "    stop_words=list(combined_stopwords), # Use the combined stopwords list\n",
        "    # max_features=1000,        # adjust as needed\n",
        "    ngram_range=(1, 3)\n",
        ")\n",
        "tfidf_matrix = vectorizer.fit_transform(grouped)\n",
        "\n",
        "# Handle the case where grouped has only one group\n",
        "if tfidf_matrix.shape[0] == 1:\n",
        "    # Ensure that the index is a list-like object when creating the DataFrame\n",
        "    tfidf_df = pd.DataFrame(tfidf_matrix.toarray(), index=[grouped.index[0]], columns=vectorizer.get_feature_names_out())\n",
        "else:\n",
        "    tfidf_df = pd.DataFrame(tfidf_matrix.toarray(), index=grouped.index, columns=vectorizer.get_feature_names_out())\n",
        "\n",
        "\n",
        "# --- STEP 4: Get top N words per group ---\n",
        "def top_n_words(tfidf_row, n=10):\n",
        "    # Ensure the input is a Pandas Series before sorting\n",
        "    if not isinstance(tfidf_row, pd.Series):\n",
        "        tfidf_row = pd.Series(tfidf_row)\n",
        "    return tfidf_row.sort_values(ascending=False).head(n)\n",
        "\n",
        "top_words_dict = {}\n",
        "for group in tfidf_df.index:\n",
        "    if group in tfidf_df.index: # Check if the group exists in the tfidf_df index\n",
        "         top_words_dict[group] = top_n_words(tfidf_df.loc[group])\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "vOonxYWDbfoL",
        "outputId": "36844a16-a80e-4510-900d-2afdf05d0fe8"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Number of documents: 2785\n",
            "Vocabulary size: 343\n"
          ]
        }
      ],
      "source": [
        "X = vectorizer.fit_transform(df[\"clean_intention\"])\n",
        "\n",
        "num_documents = X.shape[0]\n",
        "vocab_size = len(vectorizer.vocabulary_)\n",
        "\n",
        "print(f\"Number of documents: {num_documents}\")\n",
        "print(f\"Vocabulary size: {vocab_size}\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 44,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "-Bl8o_obdsIe",
        "outputId": "494ddcb8-fe6e-4203-f46b-4ccae31ba409"
      },
      "outputs": [
        {
          "data": {
            "image/png": "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",
            "text/plain": [
              "<Figure size 1000x1200 with 2 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "\n",
        "# Pick top N terms for each group\n",
        "topn_per_group = {\n",
        "    group: tfidf_df.loc[group].sort_values(ascending=False).head(5)\n",
        "    for group in tfidf_df.index\n",
        "}\n",
        "\n",
        "# Union of all top terms\n",
        "all_top_terms = set(term for top in topn_per_group.values() for term in top.index)\n",
        "\n",
        "# Subset full TF-IDF matrix to those rows\n",
        "summary_df = tfidf_df[list(all_top_terms)].T.round(3)  # Transpose: terms x groups\n",
        "\n",
        "desired_order = [\n",
        "    \"LTI_low\", \"LTI_high\",\n",
        "    \"BTL_LTV_low\", \"BTL_LTV_high\",\n",
        "    \"Residential_LTV_low\", \"Residential_LTV_high\"\n",
        "]\n",
        "\n",
        "row_order = [\n",
        "    # Affordability\n",
        "    \"afford deposit\", \"bigger deposit\", \"higher deposit\", \"saving\", \"affordable\",\n",
        "    \"barely\", \"hard\", \"low\", \"lower\",\n",
        "\n",
        "    # Borrowing capacity\n",
        "    \"salary\", \"income\", \"borrowing\", \"higher mortgage\", \"current\", \"allow\", \"getting\",\n",
        "\n",
        "    # Investment logic\n",
        "    \"investment\", \"invest\", \"considering\", \"good\", \"spend\", \"houses\",\n",
        "\n",
        "    # Housing/mobility\n",
        "    \"ladder\", \"property ladder\", \"high\", \"london\"\n",
        "]\n",
        "\n",
        "summary_df = summary_df.loc[row_order]\n",
        "\n",
        "summary_df_ordered = summary_df[desired_order]\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "# --- STEP 2: Plot the reordered heatmap ---\n",
        "plt.figure(figsize=(10, 12))  # Adjust height if needed\n",
        "sns.set(style=\"whitegrid\", font_scale=1.1)\n",
        "\n",
        "ax = sns.heatmap(\n",
        "    summary_df_ordered,\n",
        "    cmap=\"YlGnBu\",\n",
        "    annot=True,\n",
        "    fmt=\".2f\",\n",
        "    linewidths=0.5,\n",
        "    linecolor='lightgrey',\n",
        "    cbar_kws={'label': 'TF-IDF Score'},\n",
        "    vmax=summary_df_ordered.max().max(),\n",
        ")\n",
        "\n",
        "plt.title(\"Top TF-IDF Terms by Treatment Group\", fontsize=16, pad=20)\n",
        "plt.xlabel(\"Treatment Group\", fontsize=12)\n",
        "plt.ylabel(\"Term\", fontsize=12)\n",
        "plt.xticks(rotation=45, ha=\"right\")\n",
        "plt.yticks(rotation=0)\n",
        "\n",
        "# Custom readable x-axis labels\n",
        "readable_labels = [\n",
        "    \"Lower LTI\", \"Higher LTI\",\n",
        "    \"Lower LTV-BTL\", \"Higher LTV-BTL\",\n",
        "    \"Lower LTV-Own\", \"Higher LTV-Own\"\n",
        "]\n",
        "ax.set_xticklabels(readable_labels, rotation=45, ha=\"right\")\n",
        "\n",
        "plt.tight_layout()\n",
        "plt.savefig(\"tfidf_term_heatmap_ordered.png\", dpi=300, bbox_inches='tight')\n",
        "plt.show()\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "hm4JXbpPs3Bp"
      },
      "outputs": [],
      "source": []
    }
  ],
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}
